CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Target
PROVIDES INFORMATION ON...
K2_부실판단
0.12
감사법인변경횟수(회)
0.01
표준산업분류_중분류
0.00
최대주주변경횟수(회)
0.00
주거래은행
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
실질GDP성장률(%)
0.00
수출기업여부(dummy)
0.00
산업위험_경기민감도
0.00
THESE FEATURES GIVE INFORMATION
ON Target:
K2_부실판단
0.27
감사법인변경횟수(회)
0.03
표준산업분류_중분류
0.03
최대주주변경횟수(회)
0.02
주거래은행
0.02
회계년도
0.01
spread(%)
0.01
PPI(2015기준)
0.01
실질GDP성장률(%)
0.00
수출기업여부(dummy)
0.00
산업위험_경기민감도
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
CORRELATION RATIO WITH...
총자본순이익률(%)
0.47
경영자본순이익률(%)
0.42
총자본정상영업이익률(%)
0.41
자기자본정상영업이익률(%)
0.41
총자본투자효율(%)
0.36
순운전자본비율(%)
0.26
차입금의존도(%)
0.26
금융비용부담률(%)
0.23
비유동비율(%)
0.23
비유동장기적합률(%)
0.22
부채비율(%)
0.21
유동부채비율(%)
0.21
CASH FLOW 대 부채비율(%)
0.17
PBR
0.16
Associations
[Only including dataset "Train"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "Test"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Target
MISSING:
---
---
TOP CATEGORIES
Target
Target
0
6,804
91%
3,345
93%
1
684
9%
251
7%
ALL
7,488
100%
3,596
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Target
PROVIDES INFORMATION ON...
K2_부실판단
0.12
감사법인변경횟수(회)
0.01
표준산업분류_중분류
0.00
최대주주변경횟수(회)
0.00
주거래은행
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
실질GDP성장률(%)
0.00
수출기업여부(dummy)
0.00
산업위험_경기민감도
0.00
THESE FEATURES GIVE INFORMATION
ON Target:
K2_부실판단
0.27
감사법인변경횟수(회)
0.03
표준산업분류_중분류
0.03
최대주주변경횟수(회)
0.02
주거래은행
0.02
회계년도
0.01
spread(%)
0.01
PPI(2015기준)
0.01
실질GDP성장률(%)
0.00
수출기업여부(dummy)
0.00
산업위험_경기민감도
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
CORRELATION RATIO WITH...
총자본순이익률(%)
0.47
경영자본순이익률(%)
0.42
총자본정상영업이익률(%)
0.41
자기자본정상영업이익률(%)
0.41
총자본투자효율(%)
0.36
순운전자본비율(%)
0.26
차입금의존도(%)
0.26
금융비용부담률(%)
0.23
비유동비율(%)
0.23
비유동장기적합률(%)
0.22
부채비율(%)
0.21
유동부채비율(%)
0.21
CASH FLOW 대 부채비율(%)
0.17
PBR
0.16
회사명
MISSING:
---
---
12
<1%
5
<1%
(주)원익피앤이
9
<1%
3
<1%
(주)CMG제약
9
<1%
3
<1%
(주)케이알엠
9
<1%
3
<1%
(주)초록뱀컴퍼니
9
<1%
3
<1%
(주)카스
9
<1%
3
<1%
(주)캠시스
9
<1%
3
<1%
(주)컴투스
9
<1%
3
<1%
(주)컴투스홀딩스
9
<1%
3
<1%
(주)케이씨씨건설
9
<1%
3
<1%
(주)케이씨아이
9
<1%
3
<1%
(주)케이씨에스
9
<1%
3
<1%
(주)케이씨티
9
<1%
3
<1%
(주)케이씨피드
9
<1%
3
<1%
(주)케이에이치바텍
9
<1%
3
<1%
(주)케이피티유
9
<1%
3
<1%
(주)케이엔더블유
9
<1%
3
<1%
(주)케이엔엔
9
<1%
3
<1%
(주)케이엘넷
9
<1%
3
<1%
(주)케이엠
9
<1%
3
<1%
(주)케이엠더블유
9
<1%
3
<1%
(주)케이지모빌리언스
9
<1%
3
<1%
(주)케이지이니시스
9
<1%
3
<1%
(주)케이티서브마린
9
<1%
3
<1%
(주)케이티알파
9
<1%
3
<1%
(주)케이프
9
<1%
3
<1%
(주)초록뱀미디어
9
<1%
3
<1%
(주)진성티이씨
9
<1%
3
<1%
(주)진바이오텍
9
<1%
3
<1%
(주)제일테크노스
9
<1%
3
<1%
(주)정원엔시스
9
<1%
1
<1%
(주)제낙스
9
<1%
3
<1%
(주)제넥신
9
<1%
3
<1%
(주)ES큐브
9
<1%
3
<1%
(주)제우스
9
<1%
3
<1%
(주)제이브이엠
9
<1%
3
<1%
(주)제이스텍
9
<1%
3
<1%
(주)제이에스티나
9
<1%
3
<1%
(주)제이티
9
<1%
3
<1%
(주)제일바이오
9
<1%
3
<1%
(주)제주반도체
9
<1%
3
<1%
(주)진매트릭스
9
<1%
-
-
(주)젬백스&카엘
9
<1%
3
<1%
(주)젬백스링크
9
<1%
3
<1%
(주)조이시티
9
<1%
3
<1%
(주)중앙백신연구소
9
<1%
3
<1%
(주)지니뮤직
9
<1%
3
<1%
(주)지어소프트
9
<1%
3
<1%
(주)지에스이
9
<1%
1
<1%
(주)지에스홈쇼핑
9
<1%
3
<1%
(주)지엔코
9
<1%
3
<1%
(주)진로발효
9
<1%
3
<1%
(주)케이피에프
9
<1%
3
<1%
(주)켐트로닉스
9
<1%
3
<1%
(주)잉크테크
9
<1%
3
<1%
(주)코리아나화장품
9
<1%
3
<1%
(주)투비소프트
9
<1%
3
<1%
(주)특수건설
9
<1%
3
<1%
(주)티비씨
9
<1%
3
<1%
(주)티씨케이
9
<1%
3
<1%
(주)티엘아이
6,945
93%
3,421
95%
(Other)
거래소코드
MISSING:
---
---
9
<1%
3
<1%
058820
9
<1%
3
<1%
049550
9
<1%
3
<1%
052300
9
<1%
3
<1%
016920
9
<1%
3
<1%
050110
9
<1%
3
<1%
078340
9
<1%
3
<1%
063080
9
<1%
3
<1%
021320
9
<1%
3
<1%
036670
9
<1%
3
<1%
115500
9
<1%
3
<1%
089150
9
<1%
3
<1%
025880
9
<1%
3
<1%
093640
9
<1%
3
<1%
060720
9
<1%
3
<1%
105330
9
<1%
3
<1%
058400
9
<1%
3
<1%
039420
9
<1%
3
<1%
083550
9
<1%
3
<1%
032500
9
<1%
3
<1%
046440
9
<1%
3
<1%
035600
9
<1%
3
<1%
060370
9
<1%
3
<1%
036030
9
<1%
3
<1%
064820
9
<1%
3
<1%
024880
9
<1%
3
<1%
047820
9
<1%
3
<1%
036890
9
<1%
3
<1%
086060
9
<1%
3
<1%
038010
9
<1%
3
<1%
045510
9
<1%
1
<1%
065620
9
<1%
3
<1%
050120
9
<1%
3
<1%
072520
9
<1%
3
<1%
079370
9
<1%
3
<1%
054950
9
<1%
3
<1%
090470
9
<1%
3
<1%
026040
9
<1%
3
<1%
089790
9
<1%
3
<1%
052670
9
<1%
3
<1%
080220
9
<1%
3
<1%
109820
9
<1%
3
<1%
082270
9
<1%
3
<1%
064800
9
<1%
3
<1%
067000
9
<1%
3
<1%
072020
9
<1%
3
<1%
043610
9
<1%
3
<1%
051160
9
<1%
3
<1%
053050
9
<1%
1
<1%
028150
9
<1%
3
<1%
065060
9
<1%
3
<1%
018120
9
<1%
3
<1%
054410
9
<1%
3
<1%
089010
9
<1%
3
<1%
027050
9
<1%
3
<1%
038950
9
<1%
3
<1%
026150
9
<1%
3
<1%
033830
9
<1%
3
<1%
064760
9
<1%
3
<1%
062860
9
<1%
3
<1%
081150
6,948
93%
3,420
95%
(Other)
회계년도
MISSING:
---
---
TOP CATEGORIES
Target
Target
2019
1,089
15%
0
0%
125
11%
2018
1,017
14%
0
0%
118
12%
2017
938
13%
0
0%
94
10%
2016
856
11%
0
0%
69
8%
2015
790
11%
0
0%
64
8%
2014
734
10%
0
0%
52
7%
2013
707
9%
0
0%
50
7%
2012
696
9%
0
0%
53
8%
2011
661
9%
0
0%
59
9%
2022
0
0%
1,222
34%
29
2%
2021
0
0%
1,209
34%
97
8%
2020
0
0%
1,165
32%
125
11%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
회계년도
PROVIDES INFORMATION ON...
spread(%)
1.00
PPI(2015기준)
1.00
실질GDP성장률(%)
1.00
최대주주변경횟수(회)
0.22
감사법인변경횟수(회)
0.18
산업위험_경기민감도
0.08
K2_부실판단
0.01
Target
0.01
표준산업분류_중분류
0.00
수출기업여부(dummy)
0.00
주거래은행
0.00
THESE FEATURES GIVE INFORMATION
ON 회계년도:
spread(%)
1.00
PPI(2015기준)
1.00
실질GDP성장률(%)
0.76
최대주주변경횟수(회)
0.19
감사법인변경횟수(회)
0.10
산업위험_경기민감도
0.05
표준산업분류_중분류
0.00
K2_부실판단
0.00
주거래은행
0.00
Target
0.00
수출기업여부(dummy)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
회계년도
CORRELATION RATIO WITH...
업력(년)
0.15
총자산회전율(배)
0.12
52주베타(배)
0.12
경영자본회전률(배)
0.11
자기자본회전률(배)
0.11
이자보상배율(이자비용)(배)
0.10
당좌자산회전률(배)
0.08
평균근속연수(년)
0.08
총자본정상영업이익률(%)
0.08
차입금의존도(%)
0.07
총자본순이익률(%)
0.07
PBR
0.06
경영자본순이익률(%)
0.06
총자본투자효율(%)
0.06
유동비율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
당좌비율(%)
1.00
순운전자본비율(%)
0.37
차입금의존도(%)
-0.25
당좌자산회전률(배)
-0.20
금융비용부담률(%)
-0.19
이자보상배율(이자비용)(배)
0.19
자기자본회전률(배)
-0.18
경영자본회전률(배)
-0.17
비유동장기적합률(%)
-0.16
총자산회전율(배)
-0.15
비유동비율(%)
-0.12
log_평균총자산
-0.11
유동자산증가율(%)
0.11
업력(년)
-0.10
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.11
K2_부실판단
0.10
주거래은행
0.10
Target
0.06
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
최대주주변경횟수(회)
0.04
실질GDP성장률(%)
0.03
감사법인변경횟수(회)
0.03
산업위험_경기민감도
0.02
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
137.28
5
<0.1%
0
0.0%
121.75
4
<0.1%
0
0.0%
70.74
4
<0.1%
0
0.0%
86.42
4
<0.1%
0
0.0%
65.22
4
<0.1%
1
<0.1%
127.09
4
<0.1%
0
0.0%
134.17
3
<0.1%
0
0.0%
163.71
3
<0.1%
0
0.0%
105.05
3
<0.1%
0
0.0%
187.08
3
<0.1%
0
0.0%
99.39
3
<0.1%
0
0.0%
114.6
3
<0.1%
0
0.0%
180.07
3
<0.1%
0
0.0%
70.41
3
<0.1%
0
0.0%
91.83
3
<0.1%
0
0.0%
SMALLEST VALUES
4.79
1
<0.1%
0
0.0%
6.25
1
<0.1%
0
0.0%
6.87
1
<0.1%
0
0.0%
9.36
1
<0.1%
0
0.0%
9.55
1
<0.1%
0
0.0%
9.81
1
<0.1%
0
0.0%
10.86
1
<0.1%
0
0.0%
14.07
1
<0.1%
0
0.0%
14.89
1
<0.1%
0
0.0%
15.23
1
<0.1%
0
0.0%
15.38
1
<0.1%
0
0.0%
15.98
1
<0.1%
0
0.0%
16.05
1
<0.1%
0
0.0%
16.26
1
<0.1%
0
0.0%
16.42
1
<0.1%
0
0.0%
LARGEST VALUES
42687.72
1
<0.1%
0
0.0%
17166.05
1
<0.1%
0
0.0%
8964.96
1
<0.1%
0
0.0%
7642.66
1
<0.1%
0
0.0%
7523.73
1
<0.1%
0
0.0%
7330.81
1
<0.1%
0
0.0%
6670.9
1
<0.1%
0
0.0%
6450.83
1
<0.1%
0
0.0%
6074.54
1
<0.1%
0
0.0%
5312.82
1
<0.1%
0
0.0%
5190.04
1
<0.1%
0
0.0%
4903.8
1
<0.1%
0
0.0%
4782.7
1
<0.1%
0
0.0%
4621.18
1
<0.1%
0
0.0%
4539.56
1
<0.1%
0
0.0%
당좌비율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
유동비율(%)
1.00
순운전자본비율(%)
0.35
차입금의존도(%)
-0.23
당좌자산회전률(배)
-0.20
이자보상배율(이자비용)(배)
0.19
금융비용부담률(%)
-0.19
자기자본회전률(배)
-0.17
경영자본회전률(배)
-0.16
총자산회전율(배)
-0.15
비유동장기적합률(%)
-0.15
유동자산증가율(%)
0.11
비유동비율(%)
-0.11
업력(년)
-0.10
log_평균총자산
-0.10
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.10
표준산업분류_중분류
0.10
K2_부실판단
0.09
Target
0.05
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
최대주주변경횟수(회)
0.04
감사법인변경횟수(회)
0.03
실질GDP성장률(%)
0.03
산업위험_경기민감도
0.03
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
99.69
4
<0.1%
0
0.0%
54.99
4
<0.1%
1
<0.1%
49.56
3
<0.1%
0
0.0%
71.74
3
<0.1%
0
0.0%
93.67
3
<0.1%
0
0.0%
56.29
3
<0.1%
0
0.0%
52.52
3
<0.1%
0
0.0%
77.54
3
<0.1%
0
0.0%
154.53
3
<0.1%
0
0.0%
59.35
3
<0.1%
0
0.0%
94.12
3
<0.1%
0
0.0%
77.94
3
<0.1%
0
0.0%
91.16
3
<0.1%
1
<0.1%
81.79
3
<0.1%
0
0.0%
110.92
3
<0.1%
0
0.0%
SMALLEST VALUES
3.22
1
<0.1%
0
0.0%
4.63
1
<0.1%
0
0.0%
6.25
1
<0.1%
0
0.0%
6.32
1
<0.1%
0
0.0%
6.87
1
<0.1%
0
0.0%
6.92
1
<0.1%
0
0.0%
7.45
1
<0.1%
0
0.0%
7.82
1
<0.1%
0
0.0%
7.99
1
<0.1%
0
0.0%
8.65
1
<0.1%
0
0.0%
10.86
1
<0.1%
0
0.0%
11.01
1
<0.1%
0
0.0%
11.13
1
<0.1%
0
0.0%
11.35
1
<0.1%
0
0.0%
11.85
1
<0.1%
0
0.0%
LARGEST VALUES
42354.18
1
<0.1%
0
0.0%
17101.62
1
<0.1%
0
0.0%
8924.13
1
<0.1%
0
0.0%
7627.65
1
<0.1%
0
0.0%
7488.33
1
<0.1%
0
0.0%
6776.2
1
<0.1%
0
0.0%
6571.02
1
<0.1%
0
0.0%
6450.83
1
<0.1%
0
0.0%
6045.06
1
<0.1%
0
0.0%
5287.15
1
<0.1%
0
0.0%
5190.04
1
<0.1%
0
0.0%
4879.24
1
<0.1%
0
0.0%
4777.41
1
<0.1%
0
0.0%
4617.71
1
<0.1%
0
0.0%
4434.36
1
<0.1%
0
0.0%
비유동비율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
부채비율(%)
0.91
유동부채비율(%)
0.87
비유동장기적합률(%)
0.53
순운전자본비율(%)
-0.43
차입금의존도(%)
0.38
자기자본정상영업이익률(%)
-0.32
자기자본회전률(배)
0.25
총자본순이익률(%)
-0.21
총자본정상영업이익률(%)
-0.20
경영자본순이익률(%)
-0.18
금융비용부담률(%)
0.15
총자본투자효율(%)
-0.14
당좌자산회전률(배)
0.12
PBR
0.12
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
0.23
K2_부실판단
0.22
표준산업분류_중분류
0.11
주거래은행
0.09
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
실질GDP성장률(%)
0.05
감사법인변경횟수(회)
0.04
산업위험_경기민감도
0.04
최대주주변경횟수(회)
0.03
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
27
0.4%
11
0.3%
62.75
7
<0.1%
1
<0.1%
70.45
5
<0.1%
0
0.0%
62.99
5
<0.1%
0
0.0%
78.06
5
<0.1%
1
<0.1%
64.01
4
<0.1%
0
0.0%
50.42
4
<0.1%
0
0.0%
62.84
4
<0.1%
0
0.0%
63.42
4
<0.1%
0
0.0%
38.36
4
<0.1%
1
<0.1%
76.06
4
<0.1%
0
0.0%
89.2
4
<0.1%
0
0.0%
52.41
4
<0.1%
0
0.0%
32.26
4
<0.1%
0
0.0%
57.35
4
<0.1%
0
0.0%
SMALLEST VALUES
0.0
27
0.4%
11
0.3%
0.69
1
<0.1%
0
0.0%
1.07
1
<0.1%
0
0.0%
1.25
1
<0.1%
0
0.0%
1.43
1
<0.1%
0
0.0%
1.55
1
<0.1%
0
0.0%
1.85
1
<0.1%
0
0.0%
2.1
1
<0.1%
0
0.0%
2.92
1
<0.1%
0
0.0%
3.1
1
<0.1%
0
0.0%
3.2
1
<0.1%
0
0.0%
3.22
1
<0.1%
0
0.0%
3.23
1
<0.1%
0
0.0%
3.3
1
<0.1%
1
<0.1%
3.34
1
<0.1%
0
0.0%
LARGEST VALUES
7716.21
1
<0.1%
0
0.0%
5570.37
1
<0.1%
0
0.0%
3123.61
1
<0.1%
0
0.0%
3005.63
1
<0.1%
0
0.0%
2448.8
1
<0.1%
0
0.0%
2086.62
1
<0.1%
0
0.0%
2085.82
1
<0.1%
0
0.0%
2061.61
1
<0.1%
0
0.0%
2018.05
1
<0.1%
0
0.0%
1947.29
1
<0.1%
0
0.0%
1790.89
1
<0.1%
0
0.0%
1608.42
1
<0.1%
0
0.0%
1456.28
1
<0.1%
0
0.0%
1379.32
1
<0.1%
0
0.0%
1304.19
1
<0.1%
0
0.0%
부채비율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
유동부채비율(%)
0.98
비유동비율(%)
0.91
비유동장기적합률(%)
0.48
자기자본정상영업이익률(%)
-0.31
차입금의존도(%)
0.30
순운전자본비율(%)
-0.28
자기자본회전률(배)
0.28
총자본순이익률(%)
-0.21
총자본정상영업이익률(%)
-0.18
경영자본순이익률(%)
-0.18
총자본투자효율(%)
-0.13
금융비용부담률(%)
0.11
PBR
0.10
유동비율(%)
-0.09
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
0.21
K2_부실판단
0.20
표준산업분류_중분류
0.11
주거래은행
0.06
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
실질GDP성장률(%)
0.05
감사법인변경횟수(회)
0.04
최대주주변경횟수(회)
0.03
산업위험_경기민감도
0.03
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
27
0.4%
11
0.3%
17.24
6
<0.1%
0
0.0%
9.0
5
<0.1%
0
0.0%
45.71
5
<0.1%
0
0.0%
87.38
5
<0.1%
0
0.0%
7.38
4
<0.1%
0
0.0%
16.95
4
<0.1%
1
<0.1%
9.37
4
<0.1%
0
0.0%
20.28
4
<0.1%
0
0.0%
23.92
4
<0.1%
0
0.0%
22.35
4
<0.1%
0
0.0%
32.05
4
<0.1%
0
0.0%
84.29
4
<0.1%
0
0.0%
27.13
4
<0.1%
1
<0.1%
34.29
4
<0.1%
0
0.0%
SMALLEST VALUES
0.0
27
0.4%
11
0.3%
1.14
1
<0.1%
0
0.0%
1.47
1
<0.1%
0
0.0%
1.55
2
<0.1%
0
0.0%
1.8
1
<0.1%
0
0.0%
1.84
1
<0.1%
0
0.0%
1.87
1
<0.1%
0
0.0%
2.16
1
<0.1%
0
0.0%
2.19
1
<0.1%
0
0.0%
2.23
1
<0.1%
0
0.0%
2.9
1
<0.1%
0
0.0%
2.91
1
<0.1%
0
0.0%
3.22
2
<0.1%
0
0.0%
3.26
1
<0.1%
0
0.0%
3.42
1
<0.1%
0
0.0%
LARGEST VALUES
16353.76
1
<0.1%
0
0.0%
10991.51
1
<0.1%
0
0.0%
7670.25
1
<0.1%
0
0.0%
7450.0
1
<0.1%
0
0.0%
6221.91
1
<0.1%
0
0.0%
4497.26
1
<0.1%
0
0.0%
4441.0
1
<0.1%
0
0.0%
4345.68
1
<0.1%
0
0.0%
3798.52
1
<0.1%
0
0.0%
3666.86
1
<0.1%
0
0.0%
3083.2
1
<0.1%
0
0.0%
2828.51
1
<0.1%
0
0.0%
2526.43
1
<0.1%
0
0.0%
2389.75
1
<0.1%
0
0.0%
2384.48
1
<0.1%
0
0.0%
유동부채비율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
부채비율(%)
0.98
비유동비율(%)
0.87
비유동장기적합률(%)
0.50
자기자본정상영업이익률(%)
-0.30
자기자본회전률(배)
0.27
순운전자본비율(%)
-0.27
차입금의존도(%)
0.26
총자본순이익률(%)
-0.19
총자본정상영업이익률(%)
-0.17
경영자본순이익률(%)
-0.17
총자본투자효율(%)
-0.13
금융비용부담률(%)
0.10
PBR
0.10
유동비율(%)
-0.08
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
0.21
K2_부실판단
0.18
표준산업분류_중분류
0.10
주거래은행
0.06
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
실질GDP성장률(%)
0.05
감사법인변경횟수(회)
0.04
최대주주변경횟수(회)
0.03
산업위험_경기민감도
0.03
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
27
0.4%
11
0.3%
14.63
6
<0.1%
2
<0.1%
25.3
6
<0.1%
1
<0.1%
29.09
5
<0.1%
0
0.0%
19.39
5
<0.1%
2
<0.1%
16.47
5
<0.1%
1
<0.1%
11.58
5
<0.1%
0
0.0%
4.01
5
<0.1%
1
<0.1%
24.07
5
<0.1%
1
<0.1%
25.04
5
<0.1%
0
0.0%
28.99
4
<0.1%
0
0.0%
13.45
4
<0.1%
0
0.0%
6.54
4
<0.1%
1
<0.1%
49.52
4
<0.1%
0
0.0%
9.29
4
<0.1%
1
<0.1%
SMALLEST VALUES
0.0
27
0.4%
11
0.3%
0.22
1
<0.1%
0
0.0%
0.38
1
<0.1%
0
0.0%
0.51
1
<0.1%
0
0.0%
0.62
1
<0.1%
0
0.0%
0.77
1
<0.1%
0
0.0%
0.9
1
<0.1%
0
0.0%
0.93
1
<0.1%
0
0.0%
0.95
1
<0.1%
0
0.0%
0.97
1
<0.1%
0
0.0%
1.07
1
<0.1%
0
0.0%
1.12
1
<0.1%
0
0.0%
1.15
1
<0.1%
0
0.0%
1.18
1
<0.1%
0
0.0%
1.2
2
<0.1%
0
0.0%
LARGEST VALUES
15340.84
1
<0.1%
0
0.0%
10887.61
1
<0.1%
0
0.0%
6636.02
1
<0.1%
0
0.0%
6221.91
1
<0.1%
0
0.0%
4331.35
1
<0.1%
0
0.0%
3906.97
1
<0.1%
0
0.0%
3709.2
1
<0.1%
0
0.0%
3600.48
1
<0.1%
0
0.0%
3031.42
1
<0.1%
0
0.0%
2848.43
1
<0.1%
0
0.0%
2802.56
1
<0.1%
0
0.0%
2797.93
1
<0.1%
0
0.0%
2422.13
1
<0.1%
0
0.0%
2110.48
1
<0.1%
0
0.0%
2049.95
1
<0.1%
0
0.0%
차입금의존도(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
순운전자본비율(%)
-0.72
비유동장기적합률(%)
0.41
비유동비율(%)
0.38
총자본순이익률(%)
-0.35
금융비용부담률(%)
0.33
자기자본회전률(배)
0.32
총자본정상영업이익률(%)
-0.32
경영자본순이익률(%)
-0.31
부채비율(%)
0.30
총자본투자효율(%)
-0.30
이자보상배율(이자비용)(배)
-0.27
유동부채비율(%)
0.26
유동비율(%)
-0.25
CASH FLOW 대 부채비율(%)
-0.25
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.36
Target
0.26
주거래은행
0.20
표준산업분류_중분류
0.12
감사법인변경횟수(회)
0.10
회계년도
0.07
spread(%)
0.07
PPI(2015기준)
0.07
산업위험_경기민감도
0.06
실질GDP성장률(%)
0.05
최대주주변경횟수(회)
0.04
수출기업여부(dummy)
0.03
MOST FREQUENT VALUES
0.0
886
11.8%
48
1.3%
0.12
13
0.2%
6
0.2%
0.04
11
0.1%
4
0.1%
0.14
11
0.1%
5
0.1%
0.21
11
0.1%
8
0.2%
0.02
10
0.1%
5
0.1%
0.15
10
0.1%
3
<0.1%
0.05
9
0.1%
11
0.3%
0.8
9
0.1%
1
<0.1%
0.11
9
0.1%
7
0.2%
0.47
9
0.1%
2
<0.1%
1.22
9
0.1%
3
<0.1%
0.08
8
0.1%
6
0.2%
0.03
8
0.1%
8
0.2%
0.09
7
<0.1%
6
0.2%
SMALLEST VALUES
0.0
886
11.8%
48
1.3%
0.01
6
<0.1%
7
0.2%
0.02
10
0.1%
5
0.1%
0.03
8
0.1%
8
0.2%
0.04
11
0.1%
4
0.1%
0.05
9
0.1%
11
0.3%
0.06
6
<0.1%
11
0.3%
0.07
7
<0.1%
5
0.1%
0.08
8
0.1%
6
0.2%
0.09
7
<0.1%
6
0.2%
0.1
6
<0.1%
6
0.2%
0.11
9
0.1%
7
0.2%
0.12
13
0.2%
6
0.2%
0.13
1
<0.1%
2
<0.1%
0.14
11
0.1%
5
0.1%
LARGEST VALUES
172.73
1
<0.1%
0
0.0%
169.72
1
<0.1%
0
0.0%
167.47
1
<0.1%
0
0.0%
141.34
1
<0.1%
0
0.0%
136.54
1
<0.1%
0
0.0%
130.22
1
<0.1%
0
0.0%
129.36
1
<0.1%
0
0.0%
112.14
1
<0.1%
0
0.0%
105.53
1
<0.1%
0
0.0%
101.83
1
<0.1%
0
0.0%
100.07
1
<0.1%
0
0.0%
93.65
1
<0.1%
0
0.0%
92.89
1
<0.1%
0
0.0%
89.96
1
<0.1%
0
0.0%
85.69
1
<0.1%
0
0.0%
이익잉여금비율(%)
MISSING:
54
(<1%)
39
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
자기자본순이익률(%)
0.90
자기자본정상영업이익률(%)
0.19
총자본순이익률(%)
0.14
경영자본순이익률(%)
0.13
총자본정상영업이익률(%)
0.13
총자본투자효율(%)
0.12
차입금의존도(%)
-0.10
순운전자본비율(%)
0.09
금융비용부담률(%)
-0.06
부채비율(%)
-0.06
유동부채비율(%)
-0.06
비유동비율(%)
-0.05
비유동장기적합률(%)
-0.05
log_평균총자산
0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.14
Target
0.12
표준산업분류_중분류
0.06
감사법인변경횟수(회)
0.05
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
실질GDP성장률(%)
0.04
산업위험_경기민감도
0.03
최대주주변경횟수(회)
0.03
주거래은행
0.02
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
-250.7176761283489
1
<0.1%
0
0.0%
-349.5875218274316
1
<0.1%
0
0.0%
53.41964417671723
1
<0.1%
0
0.0%
60.29242630074221
1
<0.1%
0
0.0%
65.80527624679144
1
<0.1%
0
0.0%
62.59042336172661
1
<0.1%
0
0.0%
59.86111823481609
1
<0.1%
0
0.0%
58.20587421738394
1
<0.1%
0
0.0%
54.70940824193388
1
<0.1%
0
0.0%
-299.7741155447516
1
<0.1%
0
0.0%
-251.9587302437444
1
<0.1%
0
0.0%
-27.63123497590734
1
<0.1%
0
0.0%
27.28301812447523
1
<0.1%
0
0.0%
-52.67767140944217
1
<0.1%
0
0.0%
80.19306451109927
1
<0.1%
0
0.0%
SMALLEST VALUES
-52909.88026404155
1
<0.1%
0
0.0%
-20076.1061630645
1
<0.1%
0
0.0%
-15620.80385666884
1
<0.1%
0
0.0%
-3985.509156985739
1
<0.1%
0
0.0%
-3052.175317281781
1
<0.1%
0
0.0%
-2761.191133106083
1
<0.1%
0
0.0%
-2229.702480821611
1
<0.1%
0
0.0%
-2106.590986385339
1
<0.1%
0
0.0%
-1765.909398413109
1
<0.1%
0
0.0%
-1611.485597118088
1
<0.1%
0
0.0%
-1584.457495295437
1
<0.1%
0
0.0%
-1495.816562794649
1
<0.1%
0
0.0%
-1477.821285664376
1
<0.1%
0
0.0%
-1440.618351642841
1
<0.1%
0
0.0%
-1250.604358346245
1
<0.1%
0
0.0%
LARGEST VALUES
7700.243638002656
1
<0.1%
0
0.0%
2743.602834148001
1
<0.1%
0
0.0%
2459.510555923184
1
<0.1%
0
0.0%
1487.858848371853
1
<0.1%
0
0.0%
1367.768853171945
1
<0.1%
0
0.0%
1309.32431062917
1
<0.1%
0
0.0%
824.8685598700554
1
<0.1%
0
0.0%
745.4855252764572
1
<0.1%
0
0.0%
697.3880078375457
1
<0.1%
0
0.0%
679.3546940051833
1
<0.1%
0
0.0%
637.9224751859483
1
<0.1%
0
0.0%
585.5091602011671
1
<0.1%
0
0.0%
476.7238656232673
1
<0.1%
0
0.0%
408.0725469956289
1
<0.1%
0
0.0%
356.895567839729
1
<0.1%
0
0.0%
순운전자본비율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
차입금의존도(%)
-0.72
비유동장기적합률(%)
-0.57
비유동비율(%)
-0.43
당좌자산회전률(배)
-0.39
유동비율(%)
0.37
당좌비율(%)
0.35
자기자본회전률(배)
-0.33
총자본순이익률(%)
0.32
경영자본순이익률(%)
0.30
금융비용부담률(%)
-0.29
총자본정상영업이익률(%)
0.28
부채비율(%)
-0.28
유동부채비율(%)
-0.27
이자보상배율(이자비용)(배)
0.25
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.32
Target
0.26
주거래은행
0.18
표준산업분류_중분류
0.11
감사법인변경횟수(회)
0.06
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
최대주주변경횟수(회)
0.05
산업위험_경기민감도
0.05
실질GDP성장률(%)
0.04
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
22.64
7
<0.1%
0
0.0%
29.57
6
<0.1%
1
<0.1%
33.52
6
<0.1%
0
0.0%
27.51
6
<0.1%
0
0.0%
-15.71
5
<0.1%
1
<0.1%
29.09
5
<0.1%
0
0.0%
41.22
5
<0.1%
1
<0.1%
44.34
5
<0.1%
0
0.0%
12.5
5
<0.1%
0
0.0%
18.32
5
<0.1%
0
0.0%
4.88
5
<0.1%
0
0.0%
12.26
5
<0.1%
1
<0.1%
-1.89
5
<0.1%
0
0.0%
6.77
5
<0.1%
1
<0.1%
22.23
5
<0.1%
0
0.0%
SMALLEST VALUES
-189.96
1
<0.1%
0
0.0%
-167.21
1
<0.1%
0
0.0%
-152.29
1
<0.1%
0
0.0%
-141.05
1
<0.1%
0
0.0%
-115.65
1
<0.1%
0
0.0%
-111.25
1
<0.1%
0
0.0%
-109.88
1
<0.1%
0
0.0%
-106.52
1
<0.1%
0
0.0%
-102.37
1
<0.1%
0
0.0%
-98.8
1
<0.1%
0
0.0%
-93.95
1
<0.1%
0
0.0%
-90.92
1
<0.1%
0
0.0%
-85.1
1
<0.1%
0
0.0%
-84.23
1
<0.1%
0
0.0%
-76.36
1
<0.1%
0
0.0%
LARGEST VALUES
94.82
1
<0.1%
0
0.0%
93.25
1
<0.1%
0
0.0%
92.51
1
<0.1%
0
0.0%
91.73
1
<0.1%
0
0.0%
91.3
1
<0.1%
0
0.0%
90.77
1
<0.1%
0
0.0%
89.25
1
<0.1%
0
0.0%
88.31
1
<0.1%
0
0.0%
87.96
1
<0.1%
0
0.0%
87.7
1
<0.1%
0
0.0%
87.2
1
<0.1%
0
0.0%
87.0
1
<0.1%
0
0.0%
85.94
1
<0.1%
0
0.0%
85.74
1
<0.1%
0
0.0%
85.3
1
<0.1%
0
0.0%
비유동장기적합률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
순운전자본비율(%)
-0.57
비유동비율(%)
0.53
유동부채비율(%)
0.50
부채비율(%)
0.48
차입금의존도(%)
0.41
자기자본정상영업이익률(%)
-0.33
자기자본회전률(배)
0.26
총자본순이익률(%)
-0.23
총자본정상영업이익률(%)
-0.23
경영자본순이익률(%)
-0.20
당좌자산회전률(배)
0.20
금융비용부담률(%)
0.17
유동비율(%)
-0.16
총자본투자효율(%)
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.23
Target
0.22
주거래은행
0.11
표준산업분류_중분류
0.07
산업위험_경기민감도
0.05
감사법인변경횟수(회)
0.05
최대주주변경횟수(회)
0.04
회계년도
0.03
spread(%)
0.03
PPI(2015기준)
0.03
실질GDP성장률(%)
0.03
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
25
0.3%
11
0.3%
76.21
6
<0.1%
0
0.0%
94.42
5
<0.1%
0
0.0%
53.36
5
<0.1%
0
0.0%
58.66
5
<0.1%
1
<0.1%
83.41
5
<0.1%
0
0.0%
68.69
5
<0.1%
0
0.0%
92.68
5
<0.1%
0
0.0%
97.41
5
<0.1%
1
<0.1%
70.02
5
<0.1%
0
0.0%
62.0
4
<0.1%
1
<0.1%
62.01
4
<0.1%
0
0.0%
33.17
4
<0.1%
0
0.0%
79.61
4
<0.1%
0
0.0%
83.71
4
<0.1%
0
0.0%
SMALLEST VALUES
0.0
25
0.3%
11
0.3%
0.68
1
<0.1%
0
0.0%
0.97
1
<0.1%
0
0.0%
1.07
1
<0.1%
0
0.0%
1.12
1
<0.1%
0
0.0%
1.55
1
<0.1%
0
0.0%
1.85
1
<0.1%
0
0.0%
2.09
1
<0.1%
1
<0.1%
2.15
1
<0.1%
0
0.0%
2.84
1
<0.1%
0
0.0%
3.02
1
<0.1%
0
0.0%
3.07
1
<0.1%
0
0.0%
3.12
1
<0.1%
0
0.0%
3.13
1
<0.1%
0
0.0%
3.22
1
<0.1%
0
0.0%
LARGEST VALUES
3635.59
1
<0.1%
0
0.0%
2018.05
1
<0.1%
0
0.0%
1474.09
1
<0.1%
0
0.0%
1406.79
1
<0.1%
0
0.0%
1115.22
1
<0.1%
0
0.0%
927.65
1
<0.1%
0
0.0%
849.47
1
<0.1%
0
0.0%
787.3
1
<0.1%
0
0.0%
693.33
1
<0.1%
0
0.0%
672.39
1
<0.1%
0
0.0%
622.08
1
<0.1%
0
0.0%
615.84
1
<0.1%
0
0.0%
598.38
1
<0.1%
0
0.0%
579.02
1
<0.1%
0
0.0%
562.94
1
<0.1%
0
0.0%
이자보상배율(이자비용)(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
차입금의존도(%)
-0.27
순운전자본비율(%)
0.25
당좌비율(%)
0.19
유동비율(%)
0.19
당좌자산회전률(배)
-0.15
CASH FLOW 대 부채비율(%)
0.14
자기자본회전률(배)
-0.12
금융비용부담률(%)
-0.12
비유동장기적합률(%)
-0.12
log_평균총자산
-0.10
최대주주특수관계인_지분율(%)
0.09
비유동비율(%)
-0.08
총자본순이익률(%)
0.08
총자본정상영업이익률(%)
0.08
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.12
주거래은행
0.11
K2_부실판단
0.11
회계년도
0.10
spread(%)
0.10
PPI(2015기준)
0.10
실질GDP성장률(%)
0.10
최대주주변경횟수(회)
0.05
Target
0.05
산업위험_경기민감도
0.04
수출기업여부(dummy)
0.04
감사법인변경횟수(회)
0.03
MOST FREQUENT VALUES
999999999.0
525
7.0%
32
0.9%
1.11
12
0.2%
1
<0.1%
0.62
12
0.2%
4
0.1%
1.17
12
0.2%
4
0.1%
1.63
10
0.1%
1
<0.1%
3.2
10
0.1%
1
<0.1%
1.16
9
0.1%
2
<0.1%
1.46
9
0.1%
1
<0.1%
1.06
9
0.1%
1
<0.1%
0.15
9
0.1%
3
<0.1%
1.29
9
0.1%
2
<0.1%
2.68
9
0.1%
2
<0.1%
1.56
9
0.1%
1
<0.1%
0.2
9
0.1%
1
<0.1%
1.3
9
0.1%
2
<0.1%
SMALLEST VALUES
-3891370.09
1
<0.1%
0
0.0%
-109215.87
1
<0.1%
0
0.0%
-102212.87
1
<0.1%
0
0.0%
-65749.58
1
<0.1%
0
0.0%
-63599.96
1
<0.1%
0
0.0%
-38012.98
1
<0.1%
0
0.0%
-33579.62
1
<0.1%
0
0.0%
-26064.25
1
<0.1%
0
0.0%
-22700.81
1
<0.1%
0
0.0%
-21530.41
1
<0.1%
0
0.0%
-19020.62
1
<0.1%
0
0.0%
-17384.23
1
<0.1%
0
0.0%
-16183.3
1
<0.1%
0
0.0%
-14841.53
1
<0.1%
0
0.0%
-10788.51
1
<0.1%
0
0.0%
LARGEST VALUES
999999999.0
525
7.0%
32
0.9%
8432098.32
1
<0.1%
0
0.0%
2926796.21
1
<0.1%
0
0.0%
2467273.56
1
<0.1%
0
0.0%
1785014.86
1
<0.1%
0
0.0%
1050456.56
1
<0.1%
0
0.0%
966215.43
1
<0.1%
0
0.0%
659702.58
1
<0.1%
0
0.0%
497249.37
1
<0.1%
0
0.0%
436551.7
1
<0.1%
0
0.0%
418653.88
1
<0.1%
0
0.0%
329989.37
1
<0.1%
0
0.0%
256120.41
1
<0.1%
0
0.0%
243988.61
1
<0.1%
0
0.0%
145851.71
1
<0.1%
0
0.0%
외화포지션(배)
MISSING:
54
(<1%)
39
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본순이익률(%)
-0.09
자기자본정상영업이익률(%)
-0.08
경영자본순이익률(%)
-0.07
비유동비율(%)
0.06
총자본투자효율(%)
-0.06
부채비율(%)
0.06
총자본정상영업이익률(%)
-0.04
차입금의존도(%)
0.03
유동부채비율(%)
0.03
자기자본회전률(배)
0.03
이익잉여금비율(%)
-0.03
업력(년)
0.02
금융비용부담률(%)
0.01
평균근속연수(년)
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.07
주거래은행
0.04
Target
0.04
최대주주변경횟수(회)
0.03
회계년도
0.03
spread(%)
0.03
PPI(2015기준)
0.03
K2_부실판단
0.03
실질GDP성장률(%)
0.02
감사법인변경횟수(회)
0.02
산업위험_경기민감도
0.02
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
1,935
26.0%
844
23.7%
154.163050537896
1
<0.1%
0
0.0%
2.418473261316497
1
<0.1%
0
0.0%
5.38462065682387
1
<0.1%
0
0.0%
90.12823964664256
1
<0.1%
0
0.0%
2.032987944362907
1
<0.1%
0
0.0%
4.016423607191659
1
<0.1%
0
0.0%
0.2703550718601796
1
<0.1%
0
0.0%
12.70982453257042
1
<0.1%
0
0.0%
0.03909017048959157
1
<0.1%
0
0.0%
2.944724845669485
1
<0.1%
0
0.0%
13.95406323995014
1
<0.1%
0
0.0%
0.0002188885857098737
1
<0.1%
0
0.0%
0.0002237116803863181
1
<0.1%
0
0.0%
0.005907523405422904
1
<0.1%
0
0.0%
SMALLEST VALUES
-939.6402086465406
1
<0.1%
0
0.0%
-932.3453129586495
1
<0.1%
0
0.0%
-363.1907957267368
1
<0.1%
0
0.0%
-180.0267733317092
1
<0.1%
0
0.0%
-158.2012694434908
1
<0.1%
0
0.0%
-97.6128022143238
1
<0.1%
0
0.0%
-45.53769857631219
1
<0.1%
0
0.0%
-26.02133468537729
1
<0.1%
0
0.0%
-22.56030888476869
1
<0.1%
0
0.0%
-9.225697106715439
1
<0.1%
0
0.0%
-0.4004294978889293
1
<0.1%
0
0.0%
0.0
1,935
26.0%
844
23.7%
2.827161496073362e-06
1
<0.1%
0
0.0%
2.846617367428902e-06
1
<0.1%
0
0.0%
3.134481856592471e-06
1
<0.1%
0
0.0%
LARGEST VALUES
6043080.497444025
1
<0.1%
0
0.0%
187210.7165585905
1
<0.1%
0
0.0%
153792.7659544094
1
<0.1%
0
0.0%
149721.489100029
1
<0.1%
0
0.0%
132415.5939864066
1
<0.1%
0
0.0%
109593.1858528766
1
<0.1%
0
0.0%
107084.4269724035
1
<0.1%
0
0.0%
105652.9260572944
1
<0.1%
0
0.0%
104035.3753705397
1
<0.1%
0
0.0%
95925.71540039833
1
<0.1%
0
0.0%
91194.29844754084
1
<0.1%
0
0.0%
89050.34337171723
1
<0.1%
0
0.0%
87424.07720076016
1
<0.1%
0
0.0%
86841.60349850549
1
<0.1%
0
0.0%
80795.3396758366
1
<0.1%
0
0.0%
총자본순이익률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
경영자본순이익률(%)
0.89
총자본투자효율(%)
0.77
총자본정상영업이익률(%)
0.76
자기자본정상영업이익률(%)
0.61
차입금의존도(%)
-0.35
PBR
-0.34
CASH FLOW 대 부채비율(%)
0.34
순운전자본비율(%)
0.32
금융비용부담률(%)
-0.26
비유동장기적합률(%)
-0.23
log_평균총자산
0.23
매출액순이익률(%)
0.22
비유동비율(%)
-0.21
부채비율(%)
-0.21
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.51
Target
0.47
감사법인변경횟수(회)
0.14
표준산업분류_중분류
0.10
최대주주변경횟수(회)
0.08
회계년도
0.07
spread(%)
0.07
PPI(2015기준)
0.07
실질GDP성장률(%)
0.06
주거래은행
0.06
산업위험_경기민감도
0.03
수출기업여부(dummy)
0.02
MOST FREQUENT VALUES
1.4
17
0.2%
3
<0.1%
3.64
12
0.2%
6
0.2%
2.06
11
0.1%
1
<0.1%
2.34
11
0.1%
1
<0.1%
1.71
11
0.1%
1
<0.1%
3.0
11
0.1%
1
<0.1%
3.2
11
0.1%
3
<0.1%
2.9
11
0.1%
3
<0.1%
1.77
10
0.1%
2
<0.1%
0.38
10
0.1%
3
<0.1%
2.67
10
0.1%
3
<0.1%
2.75
10
0.1%
2
<0.1%
1.61
10
0.1%
0
0.0%
1.0
10
0.1%
5
0.1%
4.93
10
0.1%
0
0.0%
SMALLEST VALUES
-342.51
1
<0.1%
0
0.0%
-318.88
1
<0.1%
0
0.0%
-288.54
1
<0.1%
0
0.0%
-160.51
1
<0.1%
0
0.0%
-159.83
1
<0.1%
0
0.0%
-159.32
1
<0.1%
0
0.0%
-146.29
1
<0.1%
0
0.0%
-136.09
1
<0.1%
0
0.0%
-130.74
1
<0.1%
0
0.0%
-125.28
1
<0.1%
0
0.0%
-122.02
1
<0.1%
0
0.0%
-121.36
1
<0.1%
0
0.0%
-116.99
1
<0.1%
0
0.0%
-114.71
1
<0.1%
0
0.0%
-110.17
1
<0.1%
0
0.0%
LARGEST VALUES
167.95
1
<0.1%
0
0.0%
129.02
1
<0.1%
0
0.0%
120.8
1
<0.1%
0
0.0%
115.77
1
<0.1%
0
0.0%
113.92
1
<0.1%
0
0.0%
58.38
1
<0.1%
0
0.0%
47.03
1
<0.1%
0
0.0%
46.17
1
<0.1%
0
0.0%
45.27
1
<0.1%
0
0.0%
45.04
1
<0.1%
0
0.0%
43.94
1
<0.1%
0
0.0%
43.85
1
<0.1%
0
0.0%
43.05
1
<0.1%
0
0.0%
40.58
1
<0.1%
0
0.0%
35.96
1
<0.1%
0
0.0%
자기자본순이익률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
이익잉여금비율(%)
0.90
총자본투자효율(%)
0.09
경영자본순이익률(%)
0.09
총자본순이익률(%)
0.08
총자본정상영업이익률(%)
0.07
차입금의존도(%)
-0.07
순운전자본비율(%)
0.06
자기자본정상영업이익률(%)
0.04
이자보상배율(이자비용)(배)
-0.04
유동자산증가율(%)
0.02
금융비용부담률(%)
-0.02
총자산회전율(배)
0.02
당좌자산회전률(배)
0.02
매출액증가율(%)
0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
0.06
K2_부실판단
0.05
표준산업분류_중분류
0.05
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
실질GDP성장률(%)
0.04
주거래은행
0.02
최대주주변경횟수(회)
0.02
감사법인변경횟수(회)
0.02
산업위험_경기민감도
0.02
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
0.0
20
0.3%
10
0.3%
2.08
9
0.1%
1
<0.1%
4.88
8
0.1%
2
<0.1%
5.4
8
0.1%
4
0.1%
12.14
8
0.1%
1
<0.1%
2.0
8
0.1%
4
0.1%
10.78
8
0.1%
1
<0.1%
8.77
8
0.1%
0
0.0%
1.66
8
0.1%
1
<0.1%
3.66
8
0.1%
0
0.0%
3.62
8
0.1%
2
<0.1%
1.71
8
0.1%
1
<0.1%
8.65
7
<0.1%
1
<0.1%
7.84
7
<0.1%
1
<0.1%
7.5
7
<0.1%
2
<0.1%
SMALLEST VALUES
-101015.66
1
<0.1%
0
0.0%
-5300.39
1
<0.1%
0
0.0%
-3342.12
1
<0.1%
0
0.0%
-2423.79
1
<0.1%
0
0.0%
-2368.53
1
<0.1%
0
0.0%
-1221.4
1
<0.1%
0
0.0%
-1217.81
1
<0.1%
0
0.0%
-977.27
1
<0.1%
0
0.0%
-949.65
1
<0.1%
0
0.0%
-766.21
1
<0.1%
0
0.0%
-610.96
1
<0.1%
0
0.0%
-606.38
1
<0.1%
0
0.0%
-572.47
1
<0.1%
0
0.0%
-481.88
1
<0.1%
0
0.0%
-479.44
1
<0.1%
0
0.0%
LARGEST VALUES
348.19
1
<0.1%
0
0.0%
210.6
1
<0.1%
0
0.0%
168.4
1
<0.1%
0
0.0%
146.67
1
<0.1%
0
0.0%
126.81
1
<0.1%
0
0.0%
115.54
1
<0.1%
0
0.0%
95.37
1
<0.1%
0
0.0%
94.36
1
<0.1%
0
0.0%
93.59
1
<0.1%
0
0.0%
85.36
1
<0.1%
0
0.0%
79.98
1
<0.1%
0
0.0%
67.76
1
<0.1%
0
0.0%
63.87
1
<0.1%
0
0.0%
62.55
1
<0.1%
0
0.0%
61.33
1
<0.1%
0
0.0%
경영자본순이익률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본순이익률(%)
0.89
총자본투자효율(%)
0.71
총자본정상영업이익률(%)
0.65
자기자본정상영업이익률(%)
0.52
차입금의존도(%)
-0.31
순운전자본비율(%)
0.30
CASH FLOW 대 부채비율(%)
0.29
PBR
-0.28
금융비용부담률(%)
-0.27
매출액순이익률(%)
0.21
log_평균총자산
0.21
비유동장기적합률(%)
-0.20
비유동비율(%)
-0.18
총자산회전율(배)
0.18
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.47
Target
0.42
감사법인변경횟수(회)
0.12
표준산업분류_중분류
0.08
최대주주변경횟수(회)
0.08
주거래은행
0.06
회계년도
0.06
spread(%)
0.06
PPI(2015기준)
0.06
실질GDP성장률(%)
0.06
산업위험_경기민감도
0.04
수출기업여부(dummy)
0.02
MOST FREQUENT VALUES
2.49
11
0.1%
3
<0.1%
6.92
11
0.1%
0
0.0%
1.8
11
0.1%
2
<0.1%
2.91
11
0.1%
0
0.0%
3.43
10
0.1%
1
<0.1%
1.68
10
0.1%
4
0.1%
3.15
10
0.1%
1
<0.1%
1.75
10
0.1%
1
<0.1%
2.3
10
0.1%
2
<0.1%
6.38
10
0.1%
0
0.0%
7.26
10
0.1%
2
<0.1%
1.13
9
0.1%
1
<0.1%
2.68
9
0.1%
0
0.0%
4.12
9
0.1%
2
<0.1%
3.18
9
0.1%
1
<0.1%
SMALLEST VALUES
-653.05
1
<0.1%
0
0.0%
-405.38
1
<0.1%
0
0.0%
-389.35
1
<0.1%
0
0.0%
-344.97
1
<0.1%
0
0.0%
-324.74
1
<0.1%
0
0.0%
-262.16
1
<0.1%
0
0.0%
-247.2
1
<0.1%
0
0.0%
-228.06
1
<0.1%
0
0.0%
-212.88
1
<0.1%
0
0.0%
-186.99
1
<0.1%
0
0.0%
-186.14
1
<0.1%
0
0.0%
-185.79
1
<0.1%
0
0.0%
-178.58
1
<0.1%
0
0.0%
-172.45
1
<0.1%
0
0.0%
-163.42
1
<0.1%
0
0.0%
LARGEST VALUES
216.28
1
<0.1%
0
0.0%
167.91
1
<0.1%
0
0.0%
150.93
1
<0.1%
0
0.0%
143.18
1
<0.1%
0
0.0%
135.99
1
<0.1%
0
0.0%
131.09
1
<0.1%
0
0.0%
95.15
1
<0.1%
0
0.0%
82.94
1
<0.1%
0
0.0%
79.21
1
<0.1%
0
0.0%
76.21
1
<0.1%
0
0.0%
69.02
1
<0.1%
0
0.0%
66.93
1
<0.1%
0
0.0%
66.6
1
<0.1%
0
0.0%
62.69
1
<0.1%
0
0.0%
62.18
1
<0.1%
0
0.0%
매출액순이익률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
매출액정상영업이익률(%)
0.98
총자본순이익률(%)
0.22
경영자본순이익률(%)
0.21
금융비용부담률(%)
-0.20
총자본정상영업이익률(%)
0.20
총자본투자효율(%)
0.18
자기자본정상영업이익률(%)
0.13
CASH FLOW 대 부채비율(%)
0.11
총자산회전율(배)
0.08
경영자본회전률(배)
0.08
log_평균총자산
0.07
PBR
-0.07
당좌자산회전률(배)
0.06
차입금의존도(%)
-0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.13
Target
0.08
감사법인변경횟수(회)
0.08
회계년도
0.06
spread(%)
0.06
PPI(2015기준)
0.06
실질GDP성장률(%)
0.06
최대주주변경횟수(회)
0.05
주거래은행
0.04
산업위험_경기민감도
0.03
표준산업분류_중분류
0.03
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
4.47
12
0.2%
4
0.1%
2.69
11
0.1%
1
<0.1%
2.82
11
0.1%
2
<0.1%
0.87
11
0.1%
0
0.0%
0.34
11
0.1%
1
<0.1%
2.26
10
0.1%
2
<0.1%
1.49
10
0.1%
3
<0.1%
2.01
10
0.1%
3
<0.1%
3.3
10
0.1%
0
0.0%
1.0
10
0.1%
2
<0.1%
2.5
10
0.1%
2
<0.1%
0.61
10
0.1%
4
0.1%
1.04
9
0.1%
3
<0.1%
1.97
9
0.1%
3
<0.1%
2.64
9
0.1%
0
0.0%
SMALLEST VALUES
-22244.14
1
<0.1%
0
0.0%
-4489.8
1
<0.1%
0
0.0%
-4189.82
1
<0.1%
0
0.0%
-2432.59
1
<0.1%
0
0.0%
-2292.38
1
<0.1%
0
0.0%
-1859.15
1
<0.1%
0
0.0%
-1613.66
1
<0.1%
0
0.0%
-1354.12
1
<0.1%
0
0.0%
-1269.79
1
<0.1%
0
0.0%
-1248.27
1
<0.1%
0
0.0%
-1241.82
1
<0.1%
0
0.0%
-1198.9
1
<0.1%
0
0.0%
-1172.96
1
<0.1%
0
0.0%
-1141.25
1
<0.1%
0
0.0%
-1065.84
1
<0.1%
0
0.0%
LARGEST VALUES
1243.97
1
<0.1%
0
0.0%
762.07
1
<0.1%
0
0.0%
596.66
1
<0.1%
0
0.0%
529.43
1
<0.1%
0
0.0%
369.35
1
<0.1%
0
0.0%
363.52
1
<0.1%
0
0.0%
321.42
1
<0.1%
0
0.0%
255.68
1
<0.1%
0
0.0%
218.94
1
<0.1%
0
0.0%
212.86
1
<0.1%
0
0.0%
156.32
1
<0.1%
0
0.0%
126.81
1
<0.1%
0
0.0%
118.48
1
<0.1%
0
0.0%
109.77
1
<0.1%
0
0.0%
95.98
1
<0.1%
0
0.0%
총자본정상영업이익률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본순이익률(%)
0.76
자기자본정상영업이익률(%)
0.75
경영자본순이익률(%)
0.65
총자본투자효율(%)
0.60
CASH FLOW 대 부채비율(%)
0.43
차입금의존도(%)
-0.32
순운전자본비율(%)
0.28
총자산회전율(배)
0.26
log_평균총자산
0.26
PBR
-0.25
경영자본회전률(배)
0.25
비유동장기적합률(%)
-0.23
비유동비율(%)
-0.20
매출액순이익률(%)
0.20
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.49
Target
0.41
감사법인변경횟수(회)
0.13
표준산업분류_중분류
0.10
회계년도
0.08
spread(%)
0.08
PPI(2015기준)
0.08
최대주주변경횟수(회)
0.08
실질GDP성장률(%)
0.08
주거래은행
0.07
수출기업여부(dummy)
0.04
산업위험_경기민감도
0.03
MOST FREQUENT VALUES
6.25
12
0.2%
2
<0.1%
1.85
12
0.2%
3
<0.1%
1.41
12
0.2%
3
<0.1%
3.84
12
0.2%
3
<0.1%
1.95
12
0.2%
1
<0.1%
3.79
11
0.1%
6
0.2%
1.5
11
0.1%
5
0.1%
2.23
11
0.1%
4
0.1%
3.04
11
0.1%
1
<0.1%
0.28
11
0.1%
2
<0.1%
4.27
10
0.1%
2
<0.1%
2.16
10
0.1%
4
0.1%
3.18
10
0.1%
5
0.1%
4.29
10
0.1%
2
<0.1%
5.21
10
0.1%
3
<0.1%
SMALLEST VALUES
-148.68
1
<0.1%
0
0.0%
-81.65
1
<0.1%
0
0.0%
-80.7
1
<0.1%
0
0.0%
-71.22
1
<0.1%
0
0.0%
-70.73
1
<0.1%
0
0.0%
-68.98
1
<0.1%
1
<0.1%
-67.19
1
<0.1%
0
0.0%
-64.22
1
<0.1%
0
0.0%
-57.96
1
<0.1%
0
0.0%
-57.87
1
<0.1%
0
0.0%
-57.2
1
<0.1%
0
0.0%
-52.63
1
<0.1%
0
0.0%
-52.62
1
<0.1%
0
0.0%
-51.63
1
<0.1%
0
0.0%
-51.06
1
<0.1%
0
0.0%
LARGEST VALUES
61.14
1
<0.1%
0
0.0%
55.01
1
<0.1%
0
0.0%
46.23
1
<0.1%
0
0.0%
44.06
1
<0.1%
0
0.0%
42.09
1
<0.1%
0
0.0%
41.1
1
<0.1%
0
0.0%
40.3
1
<0.1%
0
0.0%
39.89
1
<0.1%
0
0.0%
39.02
1
<0.1%
0
0.0%
35.44
1
<0.1%
0
0.0%
34.12
1
<0.1%
0
0.0%
33.12
1
<0.1%
0
0.0%
33.03
1
<0.1%
0
0.0%
31.79
1
<0.1%
0
0.0%
31.71
1
<0.1%
0
0.0%
자기자본정상영업이익률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본정상영업이익률(%)
0.75
총자본순이익률(%)
0.61
경영자본순이익률(%)
0.52
총자본투자효율(%)
0.46
비유동장기적합률(%)
-0.33
비유동비율(%)
-0.32
부채비율(%)
-0.31
유동부채비율(%)
-0.30
log_평균총자산
0.25
차입금의존도(%)
-0.24
CASH FLOW 대 부채비율(%)
0.24
PBR
-0.24
순운전자본비율(%)
0.22
총자산회전율(배)
0.21
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.43
Target
0.41
감사법인변경횟수(회)
0.13
표준산업분류_중분류
0.09
최대주주변경횟수(회)
0.06
주거래은행
0.06
회계년도
0.06
spread(%)
0.06
PPI(2015기준)
0.06
실질GDP성장률(%)
0.05
수출기업여부(dummy)
0.03
산업위험_경기민감도
0.02
MOST FREQUENT VALUES
0.0
26
0.3%
15
0.4%
6.62
10
0.1%
1
<0.1%
4.81
9
0.1%
1
<0.1%
5.98
8
0.1%
1
<0.1%
0.5
8
0.1%
1
<0.1%
9.38
8
0.1%
0
0.0%
5.24
8
0.1%
0
0.0%
4.2
8
0.1%
1
<0.1%
2.1
8
0.1%
2
<0.1%
4.34
7
<0.1%
2
<0.1%
1.7
7
<0.1%
0
0.0%
2.82
7
<0.1%
0
0.0%
1.75
7
<0.1%
0
0.0%
3.95
7
<0.1%
2
<0.1%
5.79
7
<0.1%
0
0.0%
SMALLEST VALUES
-912.33
1
<0.1%
0
0.0%
-658.51
1
<0.1%
0
0.0%
-421.55
1
<0.1%
0
0.0%
-332.6
1
<0.1%
0
0.0%
-320.27
1
<0.1%
0
0.0%
-280.24
1
<0.1%
0
0.0%
-265.91
1
<0.1%
0
0.0%
-225.62
1
<0.1%
0
0.0%
-222.15
1
<0.1%
0
0.0%
-220.93
1
<0.1%
0
0.0%
-204.98
1
<0.1%
0
0.0%
-204.29
1
<0.1%
0
0.0%
-197.45
1
<0.1%
0
0.0%
-193.59
1
<0.1%
0
0.0%
-188.49
1
<0.1%
0
0.0%
LARGEST VALUES
135.67
1
<0.1%
0
0.0%
108.56
1
<0.1%
0
0.0%
91.55
1
<0.1%
0
0.0%
90.22
1
<0.1%
0
0.0%
86.15
1
<0.1%
0
0.0%
82.07
1
<0.1%
0
0.0%
71.12
1
<0.1%
0
0.0%
70.23
1
<0.1%
0
0.0%
67.86
1
<0.1%
0
0.0%
64.41
1
<0.1%
0
0.0%
63.83
1
<0.1%
0
0.0%
63.56
1
<0.1%
0
0.0%
61.44
1
<0.1%
0
0.0%
61.23
1
<0.1%
0
0.0%
60.03
1
<0.1%
0
0.0%
매출액정상영업이익률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
매출액순이익률(%)
0.98
총자본정상영업이익률(%)
0.19
총자본순이익률(%)
0.14
자기자본정상영업이익률(%)
0.12
경영자본순이익률(%)
0.12
총자본투자효율(%)
0.11
CASH FLOW 대 부채비율(%)
0.11
금융비용부담률(%)
-0.11
경영자본회전률(배)
0.07
총자산회전율(배)
0.07
log_평균총자산
0.07
당좌자산회전률(배)
0.05
PBR
-0.05
자기자본회전률(배)
0.04
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.09
감사법인변경횟수(회)
0.07
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
실질GDP성장률(%)
0.05
Target
0.05
최대주주변경횟수(회)
0.04
주거래은행
0.04
산업위험_경기민감도
0.03
표준산업분류_중분류
0.03
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
4.3
13
0.2%
1
<0.1%
4.82
13
0.2%
2
<0.1%
3.61
12
0.2%
4
0.1%
3.96
12
0.2%
2
<0.1%
4.99
11
0.1%
1
<0.1%
6.14
10
0.1%
1
<0.1%
0.89
10
0.1%
2
<0.1%
2.36
10
0.1%
0
0.0%
4.24
10
0.1%
1
<0.1%
1.21
10
0.1%
0
0.0%
1.77
10
0.1%
5
0.1%
2.61
10
0.1%
3
<0.1%
2.24
10
0.1%
2
<0.1%
2.76
10
0.1%
2
<0.1%
3.74
10
0.1%
0
0.0%
SMALLEST VALUES
-17906.5
1
<0.1%
0
0.0%
-4670.22
1
<0.1%
0
0.0%
-4484.32
1
<0.1%
0
0.0%
-1458.06
1
<0.1%
0
0.0%
-1337.38
1
<0.1%
0
0.0%
-1081.81
1
<0.1%
0
0.0%
-1056.86
1
<0.1%
0
0.0%
-1013.52
1
<0.1%
0
0.0%
-972.01
1
<0.1%
0
0.0%
-952.26
1
<0.1%
0
0.0%
-936.89
1
<0.1%
0
0.0%
-927.13
1
<0.1%
0
0.0%
-870.23
1
<0.1%
0
0.0%
-705.32
1
<0.1%
0
0.0%
-645.0
1
<0.1%
0
0.0%
LARGEST VALUES
75.57
1
<0.1%
0
0.0%
70.59
1
<0.1%
0
0.0%
66.31
1
<0.1%
0
0.0%
65.92
1
<0.1%
0
0.0%
65.88
1
<0.1%
0
0.0%
65.83
1
<0.1%
0
0.0%
65.36
1
<0.1%
0
0.0%
64.26
1
<0.1%
0
0.0%
63.29
1
<0.1%
0
0.0%
62.38
1
<0.1%
0
0.0%
61.41
1
<0.1%
0
0.0%
60.55
1
<0.1%
0
0.0%
60.52
1
<0.1%
0
0.0%
59.59
1
<0.1%
0
0.0%
58.99
1
<0.1%
0
0.0%
금융비용부담률(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
차입금의존도(%)
0.33
순운전자본비율(%)
-0.29
경영자본순이익률(%)
-0.27
총자본순이익률(%)
-0.26
총자본투자효율(%)
-0.21
매출액순이익률(%)
-0.20
유동비율(%)
-0.19
당좌비율(%)
-0.19
총자본정상영업이익률(%)
-0.19
자기자본정상영업이익률(%)
-0.18
비유동장기적합률(%)
0.17
비유동비율(%)
0.15
이자보상배율(이자비용)(배)
-0.12
부채비율(%)
0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.30
Target
0.23
감사법인변경횟수(회)
0.11
최대주주변경횟수(회)
0.09
표준산업분류_중분류
0.08
주거래은행
0.07
산업위험_경기민감도
0.05
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
실질GDP성장률(%)
0.04
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
56
0.7%
27
0.8%
-0.03
37
0.5%
12
0.3%
-0.08
36
0.5%
15
0.4%
0.27
34
0.5%
16
0.4%
-0.11
34
0.5%
15
0.4%
-0.13
34
0.5%
19
0.5%
-0.16
33
0.4%
11
0.3%
0.07
33
0.4%
9
0.3%
0.24
32
0.4%
8
0.2%
-0.06
32
0.4%
17
0.5%
0.28
32
0.4%
9
0.3%
0.11
31
0.4%
8
0.2%
-0.07
31
0.4%
16
0.4%
-0.12
31
0.4%
15
0.4%
0.48
30
0.4%
6
0.2%
SMALLEST VALUES
-290.54
1
<0.1%
0
0.0%
-128.09
1
<0.1%
0
0.0%
-54.36
1
<0.1%
0
0.0%
-45.29
1
<0.1%
0
0.0%
-43.09
1
<0.1%
0
0.0%
-40.51
1
<0.1%
0
0.0%
-39.71
1
<0.1%
0
0.0%
-35.81
1
<0.1%
0
0.0%
-34.53
1
<0.1%
0
0.0%
-33.73
1
<0.1%
0
0.0%
-31.02
1
<0.1%
0
0.0%
-30.45
1
<0.1%
0
0.0%
-27.41
1
<0.1%
0
0.0%
-23.82
1
<0.1%
0
0.0%
-23.58
1
<0.1%
0
0.0%
LARGEST VALUES
184.34
1
<0.1%
0
0.0%
144.91
1
<0.1%
0
0.0%
133.73
1
<0.1%
0
0.0%
100.03
1
<0.1%
0
0.0%
86.53
1
<0.1%
0
0.0%
82.51
1
<0.1%
0
0.0%
81.1
1
<0.1%
0
0.0%
80.45
1
<0.1%
0
0.0%
66.6
1
<0.1%
0
0.0%
66.51
1
<0.1%
0
0.0%
63.01
1
<0.1%
0
0.0%
62.56
1
<0.1%
0
0.0%
61.86
1
<0.1%
0
0.0%
56.64
1
<0.1%
0
0.0%
54.59
1
<0.1%
0
0.0%
총자산회전율(배)
MISSING:
54
(<1%)
39
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
경영자본회전률(배)
0.95
자기자본회전률(배)
0.75
당좌자산회전률(배)
0.65
매출액(수익)(천원)
0.33
총자본투자효율(%)
0.33
총자본정상영업이익률(%)
0.26
자기자본정상영업이익률(%)
0.21
총자본순이익률(%)
0.18
경영자본순이익률(%)
0.18
유동비율(%)
-0.15
당좌비율(%)
-0.15
유형자산회전율(배)
0.14
기간제비율(%)
0.12
금융비용부담률(%)
-0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.25
Target
0.15
표준산업분류_중분류
0.13
감사법인변경횟수(회)
0.13
회계년도
0.12
spread(%)
0.12
PPI(2015기준)
0.12
최대주주변경횟수(회)
0.11
실질GDP성장률(%)
0.11
주거래은행
0.10
산업위험_경기민감도
0.07
수출기업여부(dummy)
0.05
MOST FREQUENT VALUES
0.650121782673028
1
<0.1%
0
0.0%
0.6581439363782718
1
<0.1%
0
0.0%
0.8124250281267652
1
<0.1%
0
0.0%
0.9653535953291865
1
<0.1%
0
0.0%
0.7595259994509995
1
<0.1%
0
0.0%
0.8503917757192301
1
<0.1%
0
0.0%
0.9618282996742313
1
<0.1%
0
0.0%
1.313021433908158
1
<0.1%
0
0.0%
1.093316856453513
1
<0.1%
0
0.0%
0.1678308203842937
1
<0.1%
0
0.0%
0.1618801464017205
1
<0.1%
0
0.0%
0.4470942691458589
1
<0.1%
0
0.0%
0.2121236331634178
1
<0.1%
0
0.0%
0.5325320974249467
1
<0.1%
0
0.0%
1.479281658257359
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1
<0.1%
9
0.3%
0.002716409427247678
1
<0.1%
0
0.0%
0.005076906577067916
1
<0.1%
0
0.0%
0.009703121075877078
1
<0.1%
0
0.0%
0.01358758792866187
1
<0.1%
0
0.0%
0.0155209160089319
1
<0.1%
0
0.0%
0.01677251893021418
1
<0.1%
0
0.0%
0.01762067562021479
1
<0.1%
0
0.0%
0.01971389461805567
1
<0.1%
0
0.0%
0.02111863603172773
1
<0.1%
0
0.0%
0.02119715747850385
1
<0.1%
0
0.0%
0.02241728765330885
1
<0.1%
0
0.0%
0.02278104437443194
1
<0.1%
0
0.0%
0.02327406393936739
1
<0.1%
0
0.0%
0.02384364821066019
1
<0.1%
0
0.0%
LARGEST VALUES
5.424912790530986
1
<0.1%
0
0.0%
5.118425468884739
1
<0.1%
0
0.0%
4.75637322348768
1
<0.1%
0
0.0%
4.48670127382906
1
<0.1%
0
0.0%
4.463026184473804
1
<0.1%
0
0.0%
4.40022724968481
1
<0.1%
0
0.0%
4.355476734662841
1
<0.1%
0
0.0%
4.340416705479546
1
<0.1%
0
0.0%
4.268402260671119
1
<0.1%
0
0.0%
4.241132370741493
1
<0.1%
0
0.0%
4.238222238982883
1
<0.1%
0
0.0%
4.099283938878115
1
<0.1%
0
0.0%
4.053213986911389
1
<0.1%
0
0.0%
4.028203323210453
1
<0.1%
0
0.0%
4.004505384317886
1
<0.1%
0
0.0%
매출채권회전률(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
당좌자산회전률(배)
0.09
경영자본회전률(배)
0.07
이자보상배율(이자비용)(배)
0.05
총자산회전율(배)
0.05
자기자본회전률(배)
0.05
금융비용부담률(%)
-0.05
최대주주특수관계인_지분율(%)
0.04
차입금의존도(%)
-0.04
매출액(수익)(천원)
0.04
기간제비율(%)
0.03
총자본정상영업이익률(%)
0.03
경영자본순이익률(%)
0.03
log_평균총자산
0.03
총자본투자효율(%)
0.03
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.08
표준산업분류_중분류
0.08
K2_부실판단
0.05
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
실질GDP성장률(%)
0.04
최대주주변경횟수(회)
0.04
산업위험_경기민감도
0.03
수출기업여부(dummy)
0.02
감사법인변경횟수(회)
0.02
Target
0.01
MOST FREQUENT VALUES
5.49
20
0.3%
2
<0.1%
3.78
20
0.3%
1
<0.1%
4.39
20
0.3%
7
0.2%
4.15
19
0.3%
6
0.2%
6.15
19
0.3%
2
<0.1%
0.0
19
0.3%
42
1.2%
4.11
19
0.3%
1
<0.1%
5.14
18
0.2%
4
0.1%
3.8
17
0.2%
1
<0.1%
5.98
16
0.2%
8
0.2%
4.33
16
0.2%
4
0.1%
4.91
16
0.2%
7
0.2%
6.07
16
0.2%
5
0.1%
4.06
16
0.2%
4
0.1%
4.54
15
0.2%
4
0.1%
SMALLEST VALUES
0.0
19
0.3%
42
1.2%
0.19
2
<0.1%
0
0.0%
0.24
1
<0.1%
0
0.0%
0.27
1
<0.1%
0
0.0%
0.29
1
<0.1%
1
<0.1%
0.31
1
<0.1%
1
<0.1%
0.32
1
<0.1%
0
0.0%
0.34
1
<0.1%
0
0.0%
0.35
1
<0.1%
0
0.0%
0.38
1
<0.1%
2
<0.1%
0.42
1
<0.1%
0
0.0%
0.45
1
<0.1%
0
0.0%
0.51
2
<0.1%
0
0.0%
0.53
1
<0.1%
1
<0.1%
0.54
3
<0.1%
1
<0.1%
LARGEST VALUES
1020.2
1
<0.1%
0
0.0%
570.21
1
<0.1%
0
0.0%
543.1
1
<0.1%
0
0.0%
465.79
1
<0.1%
0
0.0%
170.83
1
<0.1%
0
0.0%
170.14
1
<0.1%
0
0.0%
164.69
1
<0.1%
0
0.0%
153.04
1
<0.1%
0
0.0%
135.54
1
<0.1%
0
0.0%
135.2
1
<0.1%
0
0.0%
122.72
1
<0.1%
0
0.0%
121.92
1
<0.1%
0
0.0%
120.44
1
<0.1%
0
0.0%
112.19
1
<0.1%
0
0.0%
112.1
1
<0.1%
0
0.0%
당좌자산회전률(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
경영자본회전률(배)
0.67
총자산회전율(배)
0.65
자기자본회전률(배)
0.59
순운전자본비율(%)
-0.39
매출액(수익)(천원)
0.28
차입금의존도(%)
0.22
당좌비율(%)
-0.20
유동비율(%)
-0.20
비유동장기적합률(%)
0.20
총자본투자효율(%)
0.18
log_평균총자산
0.17
업력(년)
0.16
이자보상배율(이자비용)(배)
-0.15
평균근속연수(년)
0.14
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.18
표준산업분류_중분류
0.15
K2_부실판단
0.14
감사법인변경횟수(회)
0.11
산업위험_경기민감도
0.09
회계년도
0.08
spread(%)
0.08
PPI(2015기준)
0.08
Target
0.08
최대주주변경횟수(회)
0.08
실질GDP성장률(%)
0.07
수출기업여부(dummy)
0.03
MOST FREQUENT VALUES
1.44
35
0.5%
10
0.3%
1.91
35
0.5%
8
0.2%
1.42
34
0.5%
18
0.5%
1.23
34
0.5%
14
0.4%
0.97
33
0.4%
9
0.3%
1.27
33
0.4%
18
0.5%
1.29
32
0.4%
16
0.4%
1.39
32
0.4%
9
0.3%
1.48
32
0.4%
16
0.4%
1.15
32
0.4%
9
0.3%
1.61
32
0.4%
11
0.3%
1.83
31
0.4%
6
0.2%
1.35
31
0.4%
16
0.4%
1.56
31
0.4%
7
0.2%
1.87
31
0.4%
13
0.4%
SMALLEST VALUES
0.0
2
<0.1%
19
0.5%
0.01
2
<0.1%
15
0.4%
0.02
4
<0.1%
8
0.2%
0.03
5
<0.1%
2
<0.1%
0.04
2
<0.1%
13
0.4%
0.05
3
<0.1%
8
0.2%
0.06
2
<0.1%
5
0.1%
0.07
6
<0.1%
6
0.2%
0.08
5
<0.1%
7
0.2%
0.09
3
<0.1%
8
0.2%
0.1
5
<0.1%
3
<0.1%
0.11
2
<0.1%
6
0.2%
0.12
7
<0.1%
5
0.1%
0.13
3
<0.1%
4
0.1%
0.14
3
<0.1%
4
0.1%
LARGEST VALUES
24.18
1
<0.1%
0
0.0%
24.13
1
<0.1%
0
0.0%
22.55
1
<0.1%
0
0.0%
21.96
1
<0.1%
0
0.0%
21.2
1
<0.1%
0
0.0%
20.43
1
<0.1%
0
0.0%
16.92
1
<0.1%
0
0.0%
16.15
1
<0.1%
0
0.0%
14.79
1
<0.1%
0
0.0%
13.76
1
<0.1%
0
0.0%
13.6
1
<0.1%
0
0.0%
13.36
1
<0.1%
0
0.0%
13.26
1
<0.1%
0
0.0%
12.67
1
<0.1%
0
0.0%
12.56
1
<0.1%
0
0.0%
재고자산회전률(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
매입채무회전률(배)
0.05
차입금의존도(%)
-0.05
이자보상배율(이자비용)(배)
0.05
평균근속연수(년)
0.04
총자본투자효율(%)
0.04
기간제비율(%)
0.02
업력(년)
-0.02
금융비용부담률(%)
-0.02
자기자본회전률(배)
-0.02
총자본순이익률(%)
0.02
당좌자산회전률(배)
-0.02
경영자본순이익률(%)
0.02
총자본정상영업이익률(%)
0.02
순운전자본비율(%)
0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.12
표준산업분류_중분류
0.05
산업위험_경기민감도
0.03
최대주주변경횟수(회)
0.03
회계년도
0.03
spread(%)
0.03
PPI(2015기준)
0.03
감사법인변경횟수(회)
0.02
실질GDP성장률(%)
0.02
K2_부실판단
0.02
수출기업여부(dummy)
0.02
Target
0.01
MOST FREQUENT VALUES
0.0
500
6.7%
253
7.0%
3.8
13
0.2%
3
<0.1%
6.79
12
0.2%
2
<0.1%
4.57
12
0.2%
1
<0.1%
4.25
12
0.2%
2
<0.1%
5.75
12
0.2%
7
0.2%
6.73
12
0.2%
1
<0.1%
5.79
12
0.2%
6
0.2%
5.09
12
0.2%
2
<0.1%
6.55
11
0.1%
2
<0.1%
3.98
11
0.1%
4
0.1%
5.05
11
0.1%
2
<0.1%
6.96
11
0.1%
2
<0.1%
9.45
11
0.1%
0
0.0%
4.56
11
0.1%
6
0.2%
SMALLEST VALUES
0.0
500
6.7%
253
7.0%
0.3
1
<0.1%
0
0.0%
0.35
1
<0.1%
2
<0.1%
0.39
1
<0.1%
1
<0.1%
0.42
1
<0.1%
0
0.0%
0.43
1
<0.1%
0
0.0%
0.44
1
<0.1%
1
<0.1%
0.48
1
<0.1%
1
<0.1%
0.52
1
<0.1%
0
0.0%
0.54
1
<0.1%
0
0.0%
0.59
1
<0.1%
1
<0.1%
0.6
1
<0.1%
1
<0.1%
0.62
1
<0.1%
0
0.0%
0.63
1
<0.1%
0
0.0%
0.64
1
<0.1%
0
0.0%
LARGEST VALUES
366803.24
1
<0.1%
0
0.0%
195075.54
1
<0.1%
0
0.0%
192541.3
1
<0.1%
0
0.0%
153707.91
1
<0.1%
0
0.0%
151130.47
1
<0.1%
0
0.0%
144492.53
1
<0.1%
0
0.0%
61127.17
1
<0.1%
0
0.0%
59225.07
1
<0.1%
0
0.0%
54228.91
1
<0.1%
0
0.0%
54087.81
1
<0.1%
0
0.0%
45583.46
1
<0.1%
0
0.0%
32819.43
1
<0.1%
0
0.0%
28603.49
1
<0.1%
0
0.0%
27225.18
1
<0.1%
0
0.0%
24882.19
1
<0.1%
0
0.0%
유형자산회전율(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
경영자본회전률(배)
0.15
총자산회전율(배)
0.14
순운전자본비율(%)
0.08
자기자본회전률(배)
0.08
기간제비율(%)
0.07
경영자본순이익률(%)
-0.06
비유동장기적합률(%)
-0.06
차입금의존도(%)
-0.05
비유동비율(%)
-0.04
이자보상배율(이자비용)(배)
0.04
log_평균총자산
-0.03
CASH FLOW 대 부채비율(%)
-0.03
총자본투자효율(%)
-0.02
매출액(수익)(천원)
0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.19
주거래은행
0.07
산업위험_경기민감도
0.05
감사법인변경횟수(회)
0.03
회계년도
0.03
spread(%)
0.03
PPI(2015기준)
0.03
실질GDP성장률(%)
0.02
최대주주변경횟수(회)
0.02
Target
0.02
K2_부실판단
0.02
수출기업여부(dummy)
0.02
MOST FREQUENT VALUES
1.43
26
0.3%
10
0.3%
1.8
24
0.3%
8
0.2%
1.33
23
0.3%
12
0.3%
1.42
23
0.3%
7
0.2%
1.37
23
0.3%
15
0.4%
2.0
23
0.3%
9
0.3%
1.63
23
0.3%
6
0.2%
0.98
23
0.3%
6
0.2%
1.07
22
0.3%
8
0.2%
2.71
22
0.3%
5
0.1%
1.54
22
0.3%
9
0.3%
1.81
21
0.3%
4
0.1%
2.08
21
0.3%
8
0.2%
1.06
21
0.3%
6
0.2%
1.18
21
0.3%
10
0.3%
SMALLEST VALUES
0.0
1
<0.1%
11
0.3%
0.01
1
<0.1%
5
0.1%
0.02
1
<0.1%
3
<0.1%
0.03
1
<0.1%
4
0.1%
0.05
2
<0.1%
5
0.1%
0.06
1
<0.1%
1
<0.1%
0.12
3
<0.1%
4
0.1%
0.13
4
<0.1%
1
<0.1%
0.14
2
<0.1%
4
0.1%
0.15
1
<0.1%
3
<0.1%
0.16
3
<0.1%
2
<0.1%
0.17
6
<0.1%
5
0.1%
0.18
4
<0.1%
4
0.1%
0.19
2
<0.1%
3
<0.1%
0.2
4
<0.1%
1
<0.1%
LARGEST VALUES
6295.58
1
<0.1%
0
0.0%
2291.93
1
<0.1%
0
0.0%
2053.72
1
<0.1%
0
0.0%
1900.2
1
<0.1%
0
0.0%
1636.88
1
<0.1%
0
0.0%
1565.91
1
<0.1%
0
0.0%
1563.82
1
<0.1%
0
0.0%
1523.33
1
<0.1%
0
0.0%
1409.83
1
<0.1%
0
0.0%
1318.51
1
<0.1%
0
0.0%
1291.26
1
<0.1%
0
0.0%
1206.84
1
<0.1%
0
0.0%
1185.04
1
<0.1%
0
0.0%
1131.41
1
<0.1%
0
0.0%
1124.99
1
<0.1%
0
0.0%
매입채무회전률(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
기간제비율(%)
0.13
당좌자산회전률(배)
0.10
경영자본회전률(배)
0.06
총자산회전율(배)
0.05
재고자산회전률(배)
0.05
이자보상배율(이자비용)(배)
0.04
최대주주특수관계인_지분율(%)
0.03
차입금의존도(%)
-0.02
총자본투자효율(%)
0.02
총자본정상영업이익률(%)
0.02
CASH FLOW 대 부채비율(%)
0.02
log_평균총자산
-0.02
총자본순이익률(%)
0.02
경영자본순이익률(%)
0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.10
표준산업분류_중분류
0.05
산업위험_경기민감도
0.03
최대주주변경횟수(회)
0.03
회계년도
0.02
spread(%)
0.02
PPI(2015기준)
0.02
감사법인변경횟수(회)
0.02
실질GDP성장률(%)
0.02
K2_부실판단
0.01
수출기업여부(dummy)
0.01
Target
0.01
MOST FREQUENT VALUES
0.0
331
4.4%
200
5.6%
6.49
11
0.1%
1
<0.1%
8.07
11
0.1%
0
0.0%
7.96
11
0.1%
1
<0.1%
6.95
10
0.1%
3
<0.1%
4.85
10
0.1%
3
<0.1%
7.95
10
0.1%
4
0.1%
8.47
10
0.1%
5
0.1%
8.69
10
0.1%
4
0.1%
7.56
10
0.1%
2
<0.1%
8.26
9
0.1%
3
<0.1%
10.62
9
0.1%
1
<0.1%
5.0
9
0.1%
1
<0.1%
8.34
9
0.1%
2
<0.1%
8.82
9
0.1%
1
<0.1%
SMALLEST VALUES
0.0
331
4.4%
200
5.6%
0.1
1
<0.1%
0
0.0%
0.26
1
<0.1%
0
0.0%
0.3
1
<0.1%
0
0.0%
0.41
1
<0.1%
1
<0.1%
0.44
1
<0.1%
0
0.0%
0.51
1
<0.1%
0
0.0%
0.57
1
<0.1%
0
0.0%
0.6
1
<0.1%
0
0.0%
0.68
1
<0.1%
0
0.0%
0.71
1
<0.1%
0
0.0%
0.78
1
<0.1%
0
0.0%
0.81
1
<0.1%
0
0.0%
0.82
1
<0.1%
0
0.0%
0.83
1
<0.1%
0
0.0%
LARGEST VALUES
1182748.38
1
<0.1%
0
0.0%
478933.42
1
<0.1%
0
0.0%
304193.86
1
<0.1%
0
0.0%
220558.28
1
<0.1%
0
0.0%
202213.76
1
<0.1%
0
0.0%
199926.17
1
<0.1%
0
0.0%
179609.18
1
<0.1%
0
0.0%
114478.72
1
<0.1%
0
0.0%
35213.16
1
<0.1%
0
0.0%
23497.93
1
<0.1%
0
0.0%
16969.08
1
<0.1%
0
0.0%
11599.91
1
<0.1%
0
0.0%
6558.07
1
<0.1%
0
0.0%
5900.84
1
<0.1%
0
0.0%
5851.98
1
<0.1%
0
0.0%
자기자본회전률(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자산회전율(배)
0.75
경영자본회전률(배)
0.72
당좌자산회전률(배)
0.59
매출액(수익)(천원)
0.37
순운전자본비율(%)
-0.33
차입금의존도(%)
0.32
부채비율(%)
0.28
유동부채비율(%)
0.27
비유동장기적합률(%)
0.26
비유동비율(%)
0.25
log_평균총자산
0.19
유동비율(%)
-0.18
당좌비율(%)
-0.17
총자본투자효율(%)
0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.13
최대주주변경횟수(회)
0.12
표준산업분류_중분류
0.12
회계년도
0.11
spread(%)
0.11
PPI(2015기준)
0.11
실질GDP성장률(%)
0.10
산업위험_경기민감도
0.08
감사법인변경횟수(회)
0.07
K2_부실판단
0.06
수출기업여부(dummy)
0.04
Target
0.03
MOST FREQUENT VALUES
0.83
55
0.7%
21
0.6%
0.91
48
0.6%
13
0.4%
1.03
46
0.6%
12
0.3%
0.76
45
0.6%
24
0.7%
0.88
45
0.6%
22
0.6%
1.02
44
0.6%
21
0.6%
0.98
44
0.6%
21
0.6%
0.7
44
0.6%
19
0.5%
0.82
44
0.6%
21
0.6%
0.75
43
0.6%
12
0.3%
0.87
43
0.6%
19
0.5%
0.94
43
0.6%
29
0.8%
0.85
43
0.6%
16
0.4%
1.0
42
0.6%
22
0.6%
0.69
41
0.5%
26
0.7%
SMALLEST VALUES
0.0
28
0.4%
36
1.0%
0.01
2
<0.1%
15
0.4%
0.02
5
<0.1%
6
0.2%
0.03
6
<0.1%
9
0.3%
0.04
6
<0.1%
11
0.3%
0.05
5
<0.1%
5
0.1%
0.06
4
<0.1%
8
0.2%
0.07
11
0.1%
11
0.3%
0.08
7
<0.1%
5
0.1%
0.09
10
0.1%
12
0.3%
0.1
16
0.2%
5
0.1%
0.11
7
<0.1%
7
0.2%
0.12
4
<0.1%
9
0.3%
0.13
9
0.1%
15
0.4%
0.14
7
<0.1%
8
0.2%
LARGEST VALUES
36.17
1
<0.1%
0
0.0%
21.89
1
<0.1%
0
0.0%
19.85
1
<0.1%
0
0.0%
18.29
1
<0.1%
0
0.0%
17.02
1
<0.1%
0
0.0%
16.77
1
<0.1%
0
0.0%
16.74
1
<0.1%
0
0.0%
15.7
1
<0.1%
0
0.0%
15.4
1
<0.1%
0
0.0%
13.54
1
<0.1%
0
0.0%
13.51
1
<0.1%
0
0.0%
13.36
1
<0.1%
0
0.0%
12.81
1
<0.1%
0
0.0%
12.27
1
<0.1%
0
0.0%
12.14
1
<0.1%
0
0.0%
경영자본회전률(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자산회전율(배)
0.95
자기자본회전률(배)
0.72
당좌자산회전률(배)
0.67
매출액(수익)(천원)
0.33
총자본투자효율(%)
0.30
총자본정상영업이익률(%)
0.25
자기자본정상영업이익률(%)
0.19
총자본순이익률(%)
0.17
유동비율(%)
-0.17
당좌비율(%)
-0.16
유형자산회전율(배)
0.15
경영자본순이익률(%)
0.15
업력(년)
0.15
기간제비율(%)
0.14
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.19
Target
0.14
표준산업분류_중분류
0.13
감사법인변경횟수(회)
0.13
주거래은행
0.12
최대주주변경횟수(회)
0.12
회계년도
0.11
spread(%)
0.11
PPI(2015기준)
0.11
실질GDP성장률(%)
0.10
산업위험_경기민감도
0.07
수출기업여부(dummy)
0.02
MOST FREQUENT VALUES
0.68
76
1.0%
29
0.8%
0.85
75
1.0%
41
1.1%
0.8
75
1.0%
24
0.7%
0.95
75
1.0%
27
0.8%
0.84
74
1.0%
25
0.7%
0.82
74
1.0%
30
0.8%
0.75
72
1.0%
29
0.8%
0.61
72
1.0%
43
1.2%
0.97
70
0.9%
33
0.9%
0.67
70
0.9%
36
1.0%
0.87
68
0.9%
28
0.8%
0.93
68
0.9%
26
0.7%
0.91
68
0.9%
26
0.7%
0.64
67
0.9%
27
0.8%
0.79
67
0.9%
32
0.9%
SMALLEST VALUES
0.0
2
<0.1%
22
0.6%
0.01
2
<0.1%
18
0.5%
0.02
8
0.1%
8
0.2%
0.03
3
<0.1%
10
0.3%
0.04
3
<0.1%
10
0.3%
0.05
6
<0.1%
7
0.2%
0.06
6
<0.1%
10
0.3%
0.07
14
0.2%
14
0.4%
0.08
8
0.1%
6
0.2%
0.09
11
0.1%
9
0.3%
0.1
9
0.1%
13
0.4%
0.11
13
0.2%
13
0.4%
0.12
15
0.2%
8
0.2%
0.13
11
0.1%
8
0.2%
0.14
14
0.2%
7
0.2%
LARGEST VALUES
6.36
1
<0.1%
0
0.0%
5.83
1
<0.1%
0
0.0%
5.5
1
<0.1%
0
0.0%
5.29
1
<0.1%
0
0.0%
5.28
1
<0.1%
0
0.0%
4.85
1
<0.1%
0
0.0%
4.77
1
<0.1%
0
0.0%
4.66
1
<0.1%
0
0.0%
4.57
1
<0.1%
0
0.0%
4.51
1
<0.1%
0
0.0%
4.5
1
<0.1%
0
0.0%
4.49
1
<0.1%
0
0.0%
4.48
1
<0.1%
0
0.0%
4.47
1
<0.1%
0
0.0%
4.44
1
<0.1%
0
0.0%
유동자산증가율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
매출액증가율(%)
0.42
총자본정상영업이익률(%)
0.12
당좌비율(%)
0.11
자기자본정상영업이익률(%)
0.11
유동비율(%)
0.11
순운전자본비율(%)
0.09
총자본순이익률(%)
0.09
경영자본순이익률(%)
0.07
비유동장기적합률(%)
-0.07
비유동비율(%)
-0.06
52주베타(배)
0.06
총자본투자효율(%)
0.06
평균근속연수(년)
-0.05
정상영업이익증가율(%)
0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
실질GDP성장률(%)
0.05
Target
0.05
표준산업분류_중분류
0.05
감사법인변경횟수(회)
0.04
최대주주변경횟수(회)
0.04
산업위험_경기민감도
0.03
주거래은행
0.03
수출기업여부(dummy)
0.03
K2_부실판단
0.03
MOST FREQUENT VALUES
0.0
489
6.5%
267
7.4%
-2.59
7
<0.1%
0
0.0%
5.07
6
<0.1%
1
<0.1%
2.92
6
<0.1%
1
<0.1%
0.53
6
<0.1%
1
<0.1%
-8.16
5
<0.1%
0
0.0%
0.78
5
<0.1%
1
<0.1%
-11.0
5
<0.1%
0
0.0%
16.74
5
<0.1%
1
<0.1%
3.71
5
<0.1%
0
0.0%
11.55
5
<0.1%
0
0.0%
-0.78
5
<0.1%
0
0.0%
9.5
5
<0.1%
3
<0.1%
1.31
5
<0.1%
0
0.0%
8.0
5
<0.1%
0
0.0%
SMALLEST VALUES
-95.42
1
<0.1%
0
0.0%
-94.56
1
<0.1%
0
0.0%
-87.17
1
<0.1%
0
0.0%
-86.86
1
<0.1%
0
0.0%
-85.72
1
<0.1%
0
0.0%
-84.0
1
<0.1%
0
0.0%
-83.9
1
<0.1%
0
0.0%
-81.67
1
<0.1%
0
0.0%
-81.41
1
<0.1%
0
0.0%
-81.23
1
<0.1%
0
0.0%
-80.88
1
<0.1%
0
0.0%
-80.75
1
<0.1%
0
0.0%
-80.32
1
<0.1%
0
0.0%
-79.55
1
<0.1%
0
0.0%
-79.43
1
<0.1%
0
0.0%
LARGEST VALUES
2124.3
1
<0.1%
0
0.0%
1326.86
1
<0.1%
0
0.0%
724.76
1
<0.1%
0
0.0%
696.75
1
<0.1%
0
0.0%
663.1
1
<0.1%
0
0.0%
620.64
1
<0.1%
0
0.0%
540.61
1
<0.1%
0
0.0%
529.51
1
<0.1%
0
0.0%
514.47
1
<0.1%
0
0.0%
514.41
1
<0.1%
0
0.0%
495.58
1
<0.1%
0
0.0%
479.05
1
<0.1%
0
0.0%
445.58
1
<0.1%
0
0.0%
424.52
1
<0.1%
0
0.0%
413.53
1
<0.1%
0
0.0%
매출액증가율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
유동자산증가율(%)
0.42
총자본정상영업이익률(%)
0.12
경영자본회전률(배)
0.11
자기자본정상영업이익률(%)
0.11
총자산회전율(배)
0.10
총자본순이익률(%)
0.07
당좌자산회전률(배)
0.07
평균근속연수(년)
-0.07
경영자본순이익률(%)
0.06
매출액(수익)(천원)
0.06
자기자본회전률(배)
0.06
정상영업이익증가율(%)
0.06
총자본투자효율(%)
0.05
52주베타(배)
0.04
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.08
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
실질GDP성장률(%)
0.04
주거래은행
0.04
산업위험_경기민감도
0.04
Target
0.04
K2_부실판단
0.03
최대주주변경횟수(회)
0.02
감사법인변경횟수(회)
0.02
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
0.0
492
6.6%
278
7.7%
6.48
8
0.1%
0
0.0%
3.77
6
<0.1%
0
0.0%
2.9
6
<0.1%
1
<0.1%
2.43
6
<0.1%
0
0.0%
8.99
6
<0.1%
2
<0.1%
1.68
6
<0.1%
0
0.0%
8.31
6
<0.1%
0
0.0%
7.58
5
<0.1%
2
<0.1%
4.11
5
<0.1%
0
0.0%
5.44
5
<0.1%
2
<0.1%
-4.89
5
<0.1%
0
0.0%
5.43
5
<0.1%
1
<0.1%
5.83
5
<0.1%
0
0.0%
16.83
5
<0.1%
1
<0.1%
SMALLEST VALUES
-98.9
1
<0.1%
0
0.0%
-98.15
1
<0.1%
0
0.0%
-98.09
1
<0.1%
0
0.0%
-93.56
1
<0.1%
0
0.0%
-92.44
1
<0.1%
0
0.0%
-88.67
1
<0.1%
0
0.0%
-88.25
1
<0.1%
0
0.0%
-87.2
2
<0.1%
0
0.0%
-86.25
1
<0.1%
0
0.0%
-86.2
1
<0.1%
0
0.0%
-86.14
1
<0.1%
0
0.0%
-85.28
1
<0.1%
0
0.0%
-84.41
1
<0.1%
0
0.0%
-84.3
1
<0.1%
0
0.0%
-84.16
1
<0.1%
0
0.0%
LARGEST VALUES
3538.78
1
<0.1%
0
0.0%
3496.31
1
<0.1%
0
0.0%
1147.11
1
<0.1%
0
0.0%
1031.41
1
<0.1%
0
0.0%
1009.24
1
<0.1%
0
0.0%
978.31
1
<0.1%
0
0.0%
851.55
1
<0.1%
0
0.0%
831.27
1
<0.1%
0
0.0%
631.9
1
<0.1%
0
0.0%
560.89
1
<0.1%
0
0.0%
546.09
1
<0.1%
0
0.0%
545.17
1
<0.1%
0
0.0%
532.88
1
<0.1%
0
0.0%
490.53
1
<0.1%
0
0.0%
489.09
1
<0.1%
0
0.0%
정상영업이익증가율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본정상영업이익률(%)
0.11
자기자본정상영업이익률(%)
0.07
총자본순이익률(%)
0.06
총자본투자효율(%)
0.06
매출액증가율(%)
0.06
경영자본순이익률(%)
0.05
유동자산증가율(%)
0.05
경영자본회전률(배)
0.04
총자산회전율(배)
0.04
자기자본회전률(배)
0.02
기간제비율(%)
0.02
차입금의존도(%)
-0.02
log_평균총자산
0.02
당좌자산회전률(배)
0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.11
최대주주변경횟수(회)
0.04
Target
0.04
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
K2_부실판단
0.04
실질GDP성장률(%)
0.03
감사법인변경횟수(회)
0.02
산업위험_경기민감도
0.02
주거래은행
0.02
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
0.0
2,562
34.2%
1,650
45.9%
8.43
4
<0.1%
1
<0.1%
-0.21
4
<0.1%
0
0.0%
16.12
4
<0.1%
0
0.0%
-21.83
3
<0.1%
0
0.0%
1.23
3
<0.1%
0
0.0%
-36.87
3
<0.1%
0
0.0%
-19.49
3
<0.1%
0
0.0%
20.76
3
<0.1%
0
0.0%
18.18
3
<0.1%
0
0.0%
3.44
3
<0.1%
0
0.0%
14.52
3
<0.1%
1
<0.1%
-8.49
3
<0.1%
0
0.0%
17.13
3
<0.1%
0
0.0%
16.36
3
<0.1%
0
0.0%
SMALLEST VALUES
-28572.98
1
<0.1%
0
0.0%
-28432.76
1
<0.1%
0
0.0%
-14737.3
1
<0.1%
0
0.0%
-11959.1
1
<0.1%
0
0.0%
-10981.48
1
<0.1%
0
0.0%
-8363.75
1
<0.1%
0
0.0%
-6787.74
1
<0.1%
0
0.0%
-5132.09
1
<0.1%
0
0.0%
-5089.42
1
<0.1%
0
0.0%
-4532.63
1
<0.1%
0
0.0%
-4462.41
1
<0.1%
0
0.0%
-4404.38
1
<0.1%
0
0.0%
-4394.67
1
<0.1%
0
0.0%
-3767.48
1
<0.1%
0
0.0%
-3458.07
1
<0.1%
0
0.0%
LARGEST VALUES
33017.34
1
<0.1%
0
0.0%
24820.19
1
<0.1%
0
0.0%
22551.24
1
<0.1%
0
0.0%
19922.33
1
<0.1%
0
0.0%
14781.96
1
<0.1%
0
0.0%
12180.11
1
<0.1%
0
0.0%
11274.85
1
<0.1%
0
0.0%
11168.88
1
<0.1%
0
0.0%
10021.7
1
<0.1%
0
0.0%
6262.04
1
<0.1%
0
0.0%
6045.91
1
<0.1%
0
0.0%
5934.45
1
<0.1%
0
0.0%
5366.21
1
<0.1%
0
0.0%
4848.82
1
<0.1%
0
0.0%
4696.58
1
<0.1%
0
0.0%
순이익증가율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
이자보상배율(이자비용)(배)
0.04
경영자본순이익률(%)
0.04
총자본순이익률(%)
0.03
총자본투자효율(%)
0.03
log_평균총자산
0.02
차입금의존도(%)
-0.01
평균근속연수(년)
-0.01
업력(년)
-0.01
총자산회전율(배)
-0.01
52주베타(배)
0.01
총자본정상영업이익률(%)
-0.01
자기자본회전률(배)
-0.01
경영자본회전률(배)
-0.01
당좌자산회전률(배)
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.07
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
주거래은행
0.03
최대주주변경횟수(회)
0.03
감사법인변경횟수(회)
0.02
산업위험_경기민감도
0.02
실질GDP성장률(%)
0.02
K2_부실판단
0.01
수출기업여부(dummy)
0.00
Target
0.00
MOST FREQUENT VALUES
0.0
3,086
41.2%
1,856
51.6%
22.69
3
<0.1%
0
0.0%
-23.1
3
<0.1%
0
0.0%
-13.8
3
<0.1%
0
0.0%
13.7
3
<0.1%
0
0.0%
55.72
3
<0.1%
0
0.0%
17.4
3
<0.1%
0
0.0%
15.22
3
<0.1%
0
0.0%
-53.39
3
<0.1%
0
0.0%
-10.38
3
<0.1%
0
0.0%
2.29
3
<0.1%
0
0.0%
-12.63
3
<0.1%
0
0.0%
0.32
3
<0.1%
0
0.0%
-52.47
3
<0.1%
0
0.0%
-71.9
3
<0.1%
0
0.0%
SMALLEST VALUES
-152207.88
1
<0.1%
0
0.0%
-67173.57
1
<0.1%
0
0.0%
-13831.48
1
<0.1%
0
0.0%
-8718.92
1
<0.1%
0
0.0%
-8622.29
1
<0.1%
0
0.0%
-7214.01
1
<0.1%
0
0.0%
-6919.68
1
<0.1%
0
0.0%
-6754.42
1
<0.1%
0
0.0%
-5395.38
1
<0.1%
0
0.0%
-5320.5
1
<0.1%
0
0.0%
-5319.97
1
<0.1%
0
0.0%
-5263.18
1
<0.1%
0
0.0%
-4307.96
1
<0.1%
0
0.0%
-3826.46
1
<0.1%
0
0.0%
-3472.34
1
<0.1%
0
0.0%
LARGEST VALUES
6452079.09
1
<0.1%
0
0.0%
39109.21
1
<0.1%
0
0.0%
19876.56
1
<0.1%
0
0.0%
11884.16
1
<0.1%
0
0.0%
10059.21
1
<0.1%
0
0.0%
7885.83
1
<0.1%
0
0.0%
7488.17
1
<0.1%
0
0.0%
6084.39
1
<0.1%
0
0.0%
5938.23
1
<0.1%
0
0.0%
5175.29
1
<0.1%
0
0.0%
4114.52
1
<0.1%
0
0.0%
4020.03
1
<0.1%
0
0.0%
3905.53
1
<0.1%
0
0.0%
3430.28
1
<0.1%
0
0.0%
3206.73
1
<0.1%
0
0.0%
spread(%)
MISSING:
---
---
TOP CATEGORIES
Target
Target
-0.06066801619433004
1,089
15%
0
0%
125
11%
0.5807836734693896
1,017
14%
0
0%
118
12%
0.5409016393442614
938
13%
0
0%
94
10%
0.1013036437246928
856
11%
0
0%
69
8%
0.1541686746987927
790
11%
0
0%
64
8%
0.2536626016260066
734
10%
0
0%
52
7%
0.2082499999999987
707
9%
0
0%
50
7%
0.05453815261044159
696
9%
0
0%
53
8%
0.5181124497992027
661
9%
0
0%
59
9%
1.154991902834008
0
0%
1,222
34%
29
2%
0.7721887550200806
0
0%
1,209
34%
97
8%
0.2922971887550211
0
0%
1,165
32%
125
11%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
spread(%)
PROVIDES INFORMATION ON...
회계년도
1.00
PPI(2015기준)
1.00
실질GDP성장률(%)
1.00
최대주주변경횟수(회)
0.22
감사법인변경횟수(회)
0.18
산업위험_경기민감도
0.08
K2_부실판단
0.01
Target
0.01
표준산업분류_중분류
0.00
수출기업여부(dummy)
0.00
주거래은행
0.00
THESE FEATURES GIVE INFORMATION
ON spread(%):
회계년도
1.00
PPI(2015기준)
1.00
실질GDP성장률(%)
0.76
최대주주변경횟수(회)
0.19
감사법인변경횟수(회)
0.10
산업위험_경기민감도
0.05
표준산업분류_중분류
0.00
K2_부실판단
0.00
주거래은행
0.00
Target
0.00
수출기업여부(dummy)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
spread(%)
CORRELATION RATIO WITH...
업력(년)
0.15
총자산회전율(배)
0.12
52주베타(배)
0.12
경영자본회전률(배)
0.11
자기자본회전률(배)
0.11
이자보상배율(이자비용)(배)
0.10
당좌자산회전률(배)
0.08
평균근속연수(년)
0.08
총자본정상영업이익률(%)
0.08
차입금의존도(%)
0.07
총자본순이익률(%)
0.07
PBR
0.06
경영자본순이익률(%)
0.06
총자본투자효율(%)
0.06
PPI(2015기준)
MISSING:
---
---
TOP CATEGORIES
Target
Target
103.5
1,089
15%
0
0%
125
11%
103.48
1,017
14%
0
0%
118
12%
101.57
938
13%
0
0%
94
10%
98.18
856
11%
0
0%
69
8%
100.0
790
11%
0
0%
64
8%
104.18
734
10%
0
0%
52
7%
104.74
707
9%
0
0%
50
7%
106.44
696
9%
0
0%
53
8%
105.71
661
9%
0
0%
59
9%
118.78
0
0%
1,222
34%
29
2%
109.6
0
0%
1,209
34%
97
8%
103.03
0
0%
1,165
32%
125
11%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
PPI(2015기준)
PROVIDES INFORMATION ON...
회계년도
1.00
spread(%)
1.00
실질GDP성장률(%)
1.00
최대주주변경횟수(회)
0.22
감사법인변경횟수(회)
0.18
산업위험_경기민감도
0.08
K2_부실판단
0.01
Target
0.01
표준산업분류_중분류
0.00
수출기업여부(dummy)
0.00
주거래은행
0.00
THESE FEATURES GIVE INFORMATION
ON PPI(2015기준):
회계년도
1.00
spread(%)
1.00
실질GDP성장률(%)
0.76
최대주주변경횟수(회)
0.19
감사법인변경횟수(회)
0.10
산업위험_경기민감도
0.05
표준산업분류_중분류
0.00
K2_부실판단
0.00
주거래은행
0.00
Target
0.00
수출기업여부(dummy)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PPI(2015기준)
CORRELATION RATIO WITH...
업력(년)
0.15
총자산회전율(배)
0.12
52주베타(배)
0.12
경영자본회전률(배)
0.11
자기자본회전률(배)
0.11
이자보상배율(이자비용)(배)
0.10
당좌자산회전률(배)
0.08
평균근속연수(년)
0.08
총자본정상영업이익률(%)
0.08
차입금의존도(%)
0.07
총자본순이익률(%)
0.07
PBR
0.06
경영자본순이익률(%)
0.06
총자본투자효율(%)
0.06
실질GDP성장률(%)
MISSING:
---
---
TOP CATEGORIES
Target
Target
3.2
2,379
32%
0
0%
196
8%
2.9
1,873
25%
0
0%
187
10%
2.2
1,089
15%
0
0%
125
11%
2.8
790
11%
0
0%
64
8%
2.4
696
9%
0
0%
53
8%
3.7
661
9%
0
0%
59
9%
2.6
0
0%
1,222
34%
29
2%
4.3
0
0%
1,209
34%
97
8%
-0.7
0
0%
1,165
32%
125
11%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
실질GDP성장률(%)
PROVIDES INFORMATION ON...
회계년도
0.76
spread(%)
0.76
PPI(2015기준)
0.76
최대주주변경횟수(회)
0.17
감사법인변경횟수(회)
0.14
산업위험_경기민감도
0.07
K2_부실판단
0.00
Target
0.00
수출기업여부(dummy)
0.00
표준산업분류_중분류
0.00
주거래은행
0.00
THESE FEATURES GIVE INFORMATION
ON 실질GDP성장률(%):
회계년도
1.00
spread(%)
1.00
PPI(2015기준)
1.00
최대주주변경횟수(회)
0.19
감사법인변경횟수(회)
0.10
산업위험_경기민감도
0.06
표준산업분류_중분류
0.00
K2_부실판단
0.00
주거래은행
0.00
수출기업여부(dummy)
0.00
Target
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
실질GDP성장률(%)
CORRELATION RATIO WITH...
업력(년)
0.14
총자산회전율(배)
0.11
경영자본회전률(배)
0.10
자기자본회전률(배)
0.10
이자보상배율(이자비용)(배)
0.10
평균근속연수(년)
0.08
총자본정상영업이익률(%)
0.08
당좌자산회전률(배)
0.07
총자본순이익률(%)
0.06
매출액순이익률(%)
0.06
경영자본순이익률(%)
0.06
총자본투자효율(%)
0.06
PBR
0.06
매출액정상영업이익률(%)
0.05
EV/EBITDA(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
당좌비율(%)
0.02
유동비율(%)
0.02
순운전자본비율(%)
0.02
매출채권회전률(배)
0.02
경영자본회전률(배)
-0.02
당좌자산회전률(배)
-0.02
평균근속연수(년)
-0.02
PBR
0.02
52주베타(배)
0.02
log_평균총자산
-0.02
업력(년)
-0.02
자기자본회전률(배)
-0.02
총자산회전율(배)
-0.01
총자본정상영업이익률(%)
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.07
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
주거래은행
0.03
실질GDP성장률(%)
0.03
최대주주변경횟수(회)
0.03
산업위험_경기민감도
0.02
감사법인변경횟수(회)
0.01
K2_부실판단
0.01
수출기업여부(dummy)
0.01
Target
0.00
MOST FREQUENT VALUES
0.0
1,361
18.2%
854
23.7%
7.32
9
0.1%
1
<0.1%
9.15
9
0.1%
0
0.0%
8.61
8
0.1%
1
<0.1%
6.36
8
0.1%
1
<0.1%
8.9
8
0.1%
2
<0.1%
8.14
8
0.1%
2
<0.1%
8.66
8
0.1%
1
<0.1%
6.8
8
0.1%
1
<0.1%
10.49
8
0.1%
0
0.0%
8.4
8
0.1%
0
0.0%
6.28
7
<0.1%
0
0.0%
8.16
7
<0.1%
4
0.1%
4.72
7
<0.1%
1
<0.1%
6.48
7
<0.1%
0
0.0%
SMALLEST VALUES
-17.71
1
<0.1%
0
0.0%
-0.78
1
<0.1%
0
0.0%
-0.68
1
<0.1%
0
0.0%
-0.41
1
<0.1%
0
0.0%
-0.38
1
<0.1%
0
0.0%
-0.15
1
<0.1%
0
0.0%
-0.09
1
<0.1%
0
0.0%
-0.01
1
<0.1%
0
0.0%
0.0
1,361
18.2%
854
23.7%
0.1
1
<0.1%
0
0.0%
0.23
1
<0.1%
1
<0.1%
0.35
1
<0.1%
1
<0.1%
0.39
1
<0.1%
0
0.0%
0.44
1
<0.1%
1
<0.1%
0.47
1
<0.1%
0
0.0%
LARGEST VALUES
69119.8
1
<0.1%
0
0.0%
11903.3
1
<0.1%
0
0.0%
9659.9
1
<0.1%
0
0.0%
7755.83
1
<0.1%
0
0.0%
6387.4
1
<0.1%
0
0.0%
6308.82
1
<0.1%
0
0.0%
5650.37
1
<0.1%
0
0.0%
3302.54
1
<0.1%
0
0.0%
2989.96
1
<0.1%
0
0.0%
2692.52
1
<0.1%
0
0.0%
2356.41
1
<0.1%
0
0.0%
2236.8
1
<0.1%
0
0.0%
1910.35
1
<0.1%
0
0.0%
1809.89
1
<0.1%
0
0.0%
1622.13
1
<0.1%
0
0.0%
52주베타(배)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
평균근속연수(년)
-0.08
유동자산증가율(%)
0.06
총자본정상영업이익률(%)
0.06
자기자본정상영업이익률(%)
0.06
순운전자본비율(%)
0.06
매출액(수익)(천원)
-0.05
차입금의존도(%)
-0.05
log_평균총자산
-0.04
PBR
0.04
비유동장기적합률(%)
-0.04
매출액증가율(%)
0.04
업력(년)
-0.04
최대주주특수관계인_지분율(%)
-0.04
총자본순이익률(%)
0.04
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
회계년도
0.12
spread(%)
0.12
PPI(2015기준)
0.12
표준산업분류_중분류
0.08
Target
0.07
산업위험_경기민감도
0.06
주거래은행
0.06
최대주주변경횟수(회)
0.04
감사법인변경횟수(회)
0.03
실질GDP성장률(%)
0.03
수출기업여부(dummy)
0.03
K2_부실판단
0.02
MOST FREQUENT VALUES
0.0
23
0.3%
70
1.9%
0.0700967186100132
1
<0.1%
0
0.0%
-0.5466003892936441
1
<0.1%
0
0.0%
0.7723812589901611
1
<0.1%
0
0.0%
1.276671677911804
1
<0.1%
0
0.0%
1.567425972653036
1
<0.1%
0
0.0%
1.216264700480141
1
<0.1%
0
0.0%
1.325795446481701
1
<0.1%
0
0.0%
0.6653435833680222
1
<0.1%
0
0.0%
1.659623514501001
1
<0.1%
0
0.0%
2.005806383001039
1
<0.1%
0
0.0%
0.9564905344736123
1
<0.1%
0
0.0%
0.7968643551923099
1
<0.1%
0
0.0%
0.3534162114578208
1
<0.1%
0
0.0%
0.1145185521512077
1
<0.1%
0
0.0%
SMALLEST VALUES
-3.960429360531994
1
<0.1%
0
0.0%
-3.456318596593832
1
<0.1%
0
0.0%
-3.344048808049982
1
<0.1%
0
0.0%
-2.901010915034597
1
<0.1%
0
0.0%
-2.838959165629172
1
<0.1%
0
0.0%
-2.679608151061328
1
<0.1%
0
0.0%
-2.673476627885068
1
<0.1%
0
0.0%
-2.460263866456339
1
<0.1%
0
0.0%
-2.364074882812842
1
<0.1%
0
0.0%
-2.345149337663226
1
<0.1%
0
0.0%
-2.220867819067698
1
<0.1%
0
0.0%
-2.212688033204444
1
<0.1%
0
0.0%
-2.180628605580559
1
<0.1%
0
0.0%
-2.170729688053776
1
<0.1%
0
0.0%
-2.144898505257438
1
<0.1%
0
0.0%
LARGEST VALUES
22.97498942117566
1
<0.1%
0
0.0%
20.7893131411644
1
<0.1%
0
0.0%
20.26150803396438
1
<0.1%
0
0.0%
15.86324478194676
1
<0.1%
0
0.0%
15.06551847050881
1
<0.1%
0
0.0%
14.62407640275273
1
<0.1%
0
0.0%
13.19390080204715
1
<0.1%
0
0.0%
12.99853420853373
1
<0.1%
0
0.0%
12.19664949132662
1
<0.1%
0
0.0%
12.06017931287063
1
<0.1%
0
0.0%
11.02103449068358
1
<0.1%
0
0.0%
10.13207476301723
1
<0.1%
0
0.0%
9.941878680668827
1
<0.1%
0
0.0%
9.647254381210196
1
<0.1%
0
0.0%
9.561853077007127
1
<0.1%
0
0.0%
PER
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PBR
0.09
유동자산증가율(%)
0.04
경영자본회전률(배)
-0.02
총자산회전율(배)
-0.02
당좌비율(%)
0.02
유동비율(%)
0.02
자기자본회전률(배)
-0.02
당좌자산회전률(배)
-0.01
업력(년)
0.01
CASH FLOW 대 부채비율(%)
-0.01
52주베타(배)
0.01
EV/EBITDA(배)
0.01
순운전자본비율(%)
0.01
log_평균총자산
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.05
주거래은행
0.03
회계년도
0.03
spread(%)
0.03
PPI(2015기준)
0.03
산업위험_경기민감도
0.03
최대주주변경횟수(회)
0.03
실질GDP성장률(%)
0.02
K2_부실판단
0.02
감사법인변경횟수(회)
0.01
수출기업여부(dummy)
0.01
Target
0.01
MOST FREQUENT VALUES
0.0
2,356
31.5%
1,316
36.6%
14.57
5
<0.1%
0
0.0%
19.1
5
<0.1%
0
0.0%
12.92
5
<0.1%
0
0.0%
13.515
5
<0.1%
0
0.0%
11.82
4
<0.1%
1
<0.1%
16.175
4
<0.1%
0
0.0%
23.745
4
<0.1%
0
0.0%
5.815
4
<0.1%
0
0.0%
12.315
4
<0.1%
0
0.0%
11.215
4
<0.1%
2
<0.1%
30.145
4
<0.1%
0
0.0%
8.195
4
<0.1%
0
0.0%
18.11
4
<0.1%
0
0.0%
11.465
4
<0.1%
0
0.0%
SMALLEST VALUES
0.0
2,356
31.5%
1,316
36.6%
0.42
1
<0.1%
0
0.0%
0.45
1
<0.1%
0
0.0%
0.77
1
<0.1%
0
0.0%
0.995
1
<0.1%
0
0.0%
1.125
1
<0.1%
0
0.0%
1.245
1
<0.1%
0
0.0%
1.275
1
<0.1%
0
0.0%
1.28
1
<0.1%
0
0.0%
1.335
1
<0.1%
0
0.0%
1.35
1
<0.1%
0
0.0%
1.525
1
<0.1%
0
0.0%
1.615
1
<0.1%
0
0.0%
1.665
1
<0.1%
0
0.0%
1.76
1
<0.1%
0
0.0%
LARGEST VALUES
80996.20999999999
1
<0.1%
0
0.0%
47901.075
1
<0.1%
0
0.0%
24668.775
1
<0.1%
0
0.0%
17034.735
1
<0.1%
0
0.0%
10002.155
1
<0.1%
0
0.0%
7703.045
1
<0.1%
0
0.0%
6453.235000000001
1
<0.1%
0
0.0%
4530.184999999999
1
<0.1%
0
0.0%
4139.25
1
<0.1%
0
0.0%
3954.88
1
<0.1%
0
0.0%
3570.98
1
<0.1%
0
0.0%
2787.455
1
<0.1%
0
0.0%
2568.87
1
<0.1%
0
0.0%
2286.725
1
<0.1%
0
0.0%
2202.01
1
<0.1%
0
0.0%
PBR
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본순이익률(%)
-0.34
경영자본순이익률(%)
-0.28
총자본정상영업이익률(%)
-0.25
자기자본정상영업이익률(%)
-0.24
총자본투자효율(%)
-0.20
log_평균총자산
-0.13
비유동비율(%)
0.12
부채비율(%)
0.10
평균근속연수(년)
-0.10
CASH FLOW 대 부채비율(%)
-0.10
유동부채비율(%)
0.10
PER
0.09
금융비용부담률(%)
0.09
비유동장기적합률(%)
0.07
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.16
Target
0.16
최대주주변경횟수(회)
0.06
회계년도
0.06
spread(%)
0.06
PPI(2015기준)
0.06
표준산업분류_중분류
0.06
실질GDP성장률(%)
0.06
주거래은행
0.05
감사법인변경횟수(회)
0.05
산업위험_경기민감도
0.04
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
48
0.6%
15
0.4%
1.015
25
0.3%
6
0.2%
1.23
24
0.3%
6
0.2%
1.15
24
0.3%
9
0.3%
1.17
23
0.3%
5
0.1%
1.155
23
0.3%
4
0.1%
1.05
23
0.3%
8
0.2%
0.625
23
0.3%
1
<0.1%
0.875
22
0.3%
2
<0.1%
1.025
22
0.3%
6
0.2%
0.76
22
0.3%
1
<0.1%
0.845
22
0.3%
3
<0.1%
1.03
21
0.3%
3
<0.1%
1.31
21
0.3%
7
0.2%
1.25
21
0.3%
4
0.1%
SMALLEST VALUES
-6.915
1
<0.1%
0
0.0%
0.0
48
0.6%
15
0.4%
0.14
1
<0.1%
0
0.0%
0.15
1
<0.1%
0
0.0%
0.18
1
<0.1%
0
0.0%
0.205
1
<0.1%
0
0.0%
0.22
1
<0.1%
1
<0.1%
0.225
1
<0.1%
0
0.0%
0.25
2
<0.1%
1
<0.1%
0.255
1
<0.1%
0
0.0%
0.26
1
<0.1%
0
0.0%
0.265
1
<0.1%
0
0.0%
0.27
1
<0.1%
0
0.0%
0.28
1
<0.1%
1
<0.1%
0.295
1
<0.1%
0
0.0%
LARGEST VALUES
465.91
1
<0.1%
0
0.0%
147.035
1
<0.1%
0
0.0%
141.305
1
<0.1%
0
0.0%
124.945
1
<0.1%
0
0.0%
121.785
1
<0.1%
0
0.0%
101.56
1
<0.1%
0
0.0%
94.79
1
<0.1%
0
0.0%
94.435
1
<0.1%
0
0.0%
84.065
1
<0.1%
0
0.0%
71.655
1
<0.1%
0
0.0%
70.9
1
<0.1%
0
0.0%
66.43
1
<0.1%
0
0.0%
65.35000000000001
1
<0.1%
0
0.0%
64.765
1
<0.1%
0
0.0%
63.61499999999999
1
<0.1%
0
0.0%
PCR
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PBR
0.03
경영자본회전률(배)
-0.02
총자산회전율(배)
-0.02
총자본투자효율(%)
-0.02
자기자본회전률(배)
-0.02
당좌자산회전률(배)
-0.02
총자본순이익률(%)
-0.01
총자본정상영업이익률(%)
-0.01
EV/EBITDA(배)
0.01
최대주주특수관계인_지분율(%)
-0.01
CASH FLOW 대 부채비율(%)
-0.01
업력(년)
0.01
이자보상배율(이자비용)(배)
0.01
경영자본순이익률(%)
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.09
최대주주변경횟수(회)
0.05
회계년도
0.03
spread(%)
0.03
PPI(2015기준)
0.03
산업위험_경기민감도
0.02
주거래은행
0.02
실질GDP성장률(%)
0.02
K2_부실판단
0.01
감사법인변경횟수(회)
0.01
Target
0.01
수출기업여부(dummy)
0.00
MOST FREQUENT VALUES
0.0
2,123
28.4%
1,192
33.1%
9.145
7
<0.1%
0
0.0%
8.09
6
<0.1%
0
0.0%
5.325
6
<0.1%
0
0.0%
5.52
5
<0.1%
1
<0.1%
3.78
5
<0.1%
0
0.0%
12.75
5
<0.1%
1
<0.1%
5.81
5
<0.1%
0
0.0%
11.04
5
<0.1%
0
0.0%
10.16
5
<0.1%
1
<0.1%
10.58
5
<0.1%
0
0.0%
12.575
5
<0.1%
1
<0.1%
11.705
5
<0.1%
3
<0.1%
3.47
5
<0.1%
0
0.0%
5.16
4
<0.1%
0
0.0%
SMALLEST VALUES
0.0
2,123
28.4%
1,192
33.1%
0.305
1
<0.1%
0
0.0%
0.55
1
<0.1%
0
0.0%
0.64
1
<0.1%
0
0.0%
0.655
1
<0.1%
0
0.0%
0.68
1
<0.1%
0
0.0%
0.7749999999999999
1
<0.1%
0
0.0%
0.865
1
<0.1%
0
0.0%
0.935
1
<0.1%
0
0.0%
0.96
1
<0.1%
1
<0.1%
0.9650000000000001
2
<0.1%
0
0.0%
1.055
1
<0.1%
0
0.0%
1.06
1
<0.1%
0
0.0%
1.145
1
<0.1%
0
0.0%
1.15
1
<0.1%
0
0.0%
LARGEST VALUES
338902.78
1
<0.1%
0
0.0%
107648.88
1
<0.1%
0
0.0%
42391.76
1
<0.1%
0
0.0%
28286.74
1
<0.1%
0
0.0%
7980.995
1
<0.1%
0
0.0%
5606.845
1
<0.1%
0
0.0%
4640.68
1
<0.1%
0
0.0%
4436.63
1
<0.1%
0
0.0%
4346.74
1
<0.1%
0
0.0%
3237.99
1
<0.1%
0
0.0%
3046.665
1
<0.1%
0
0.0%
2462.125
1
<0.1%
0
0.0%
2389.655
1
<0.1%
0
0.0%
2269.26
1
<0.1%
0
0.0%
2244.725
1
<0.1%
0
0.0%
CASH FLOW 대 부채비율(%)
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본정상영업이익률(%)
0.43
총자본순이익률(%)
0.34
경영자본순이익률(%)
0.29
총자본투자효율(%)
0.27
차입금의존도(%)
-0.25
자기자본정상영업이익률(%)
0.24
순운전자본비율(%)
0.20
이자보상배율(이자비용)(배)
0.14
매출액순이익률(%)
0.11
매출액정상영업이익률(%)
0.11
PBR
-0.10
비유동장기적합률(%)
-0.10
금융비용부담률(%)
-0.10
비유동비율(%)
-0.08
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.24
Target
0.17
표준산업분류_중분류
0.09
감사법인변경횟수(회)
0.08
주거래은행
0.07
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
수출기업여부(dummy)
0.04
최대주주변경횟수(회)
0.04
실질GDP성장률(%)
0.04
산업위험_경기민감도
0.03
MOST FREQUENT VALUES
2.2
6
<0.1%
1
<0.1%
17.21
6
<0.1%
2
<0.1%
4.8
6
<0.1%
0
0.0%
2.88
6
<0.1%
0
0.0%
1.04
6
<0.1%
0
0.0%
4.49
6
<0.1%
2
<0.1%
9.93
6
<0.1%
0
0.0%
1.72
6
<0.1%
1
<0.1%
8.9
6
<0.1%
0
0.0%
10.44
5
<0.1%
1
<0.1%
-8.06
5
<0.1%
1
<0.1%
-2.38
5
<0.1%
0
0.0%
12.07
5
<0.1%
2
<0.1%
-0.71
5
<0.1%
1
<0.1%
9.64
5
<0.1%
1
<0.1%
SMALLEST VALUES
-2968.04
1
<0.1%
0
0.0%
-1172.3
1
<0.1%
0
0.0%
-801.48
1
<0.1%
0
0.0%
-639.27
1
<0.1%
0
0.0%
-539.55
1
<0.1%
0
0.0%
-419.02
1
<0.1%
0
0.0%
-395.35
1
<0.1%
0
0.0%
-383.7
1
<0.1%
0
0.0%
-357.72
1
<0.1%
0
0.0%
-356.73
1
<0.1%
0
0.0%
-322.36
1
<0.1%
0
0.0%
-313.99
1
<0.1%
0
0.0%
-309.47
1
<0.1%
0
0.0%
-290.62
1
<0.1%
0
0.0%
-280.78
1
<0.1%
0
0.0%
LARGEST VALUES
430.39
1
<0.1%
0
0.0%
385.1
1
<0.1%
0
0.0%
370.37
1
<0.1%
0
0.0%
359.44
1
<0.1%
0
0.0%
345.05
1
<0.1%
0
0.0%
344.22
1
<0.1%
0
0.0%
340.39
1
<0.1%
0
0.0%
338.68
1
<0.1%
0
0.0%
334.16
1
<0.1%
0
0.0%
333.68
1
<0.1%
0
0.0%
322.59
1
<0.1%
0
0.0%
315.63
1
<0.1%
0
0.0%
314.8
1
<0.1%
0
0.0%
311.17
1
<0.1%
0
0.0%
310.67
1
<0.1%
0
0.0%
총자본투자효율(%)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
총자본순이익률(%)
0.77
경영자본순이익률(%)
0.71
총자본정상영업이익률(%)
0.60
자기자본정상영업이익률(%)
0.46
총자산회전율(배)
0.33
경영자본회전률(배)
0.30
차입금의존도(%)
-0.30
CASH FLOW 대 부채비율(%)
0.27
순운전자본비율(%)
0.24
금융비용부담률(%)
-0.21
PBR
-0.20
당좌자산회전률(배)
0.18
매출액순이익률(%)
0.18
비유동장기적합률(%)
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.38
Target
0.36
감사법인변경횟수(회)
0.12
표준산업분류_중분류
0.11
회계년도
0.06
spread(%)
0.06
PPI(2015기준)
0.06
주거래은행
0.06
실질GDP성장률(%)
0.06
최대주주변경횟수(회)
0.05
산업위험_경기민감도
0.03
수출기업여부(dummy)
0.03
MOST FREQUENT VALUES
11.49
8
0.1%
0
0.0%
14.45
8
0.1%
2
<0.1%
11.74
8
0.1%
1
<0.1%
14.3
8
0.1%
1
<0.1%
10.55
8
0.1%
1
<0.1%
16.53
8
0.1%
3
<0.1%
11.59
7
<0.1%
0
0.0%
31.73
7
<0.1%
1
<0.1%
19.92
7
<0.1%
2
<0.1%
23.14
7
<0.1%
1
<0.1%
18.42
7
<0.1%
1
<0.1%
26.67
7
<0.1%
1
<0.1%
20.69
7
<0.1%
0
0.0%
18.43
7
<0.1%
1
<0.1%
23.68
7
<0.1%
2
<0.1%
SMALLEST VALUES
-366.76
1
<0.1%
0
0.0%
-348.61
1
<0.1%
0
0.0%
-314.34
1
<0.1%
0
0.0%
-308.14
1
<0.1%
0
0.0%
-301.03
1
<0.1%
0
0.0%
-247.27
1
<0.1%
0
0.0%
-239.58
1
<0.1%
0
0.0%
-207.09
1
<0.1%
0
0.0%
-179.02
1
<0.1%
0
0.0%
-176.78
1
<0.1%
0
0.0%
-173.77
1
<0.1%
0
0.0%
-156.04
1
<0.1%
0
0.0%
-136.11
1
<0.1%
0
0.0%
-134.04
1
<0.1%
0
0.0%
-128.67
1
<0.1%
0
0.0%
LARGEST VALUES
388.62
1
<0.1%
0
0.0%
137.46
1
<0.1%
0
0.0%
135.13
1
<0.1%
0
0.0%
119.94
1
<0.1%
0
0.0%
115.03
1
<0.1%
0
0.0%
113.89
1
<0.1%
0
0.0%
111.85
1
<0.1%
0
0.0%
110.11
1
<0.1%
0
0.0%
108.67
1
<0.1%
0
0.0%
108.53
1
<0.1%
0
0.0%
105.5
1
<0.1%
0
0.0%
104.45
1
<0.1%
0
0.0%
103.32
1
<0.1%
0
0.0%
102.88
1
<0.1%
0
0.0%
99.96
1
<0.1%
0
0.0%
log_평균총자산
MISSING:
54
(<1%)
39
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
매출액(수익)(천원)
0.66
총자본정상영업이익률(%)
0.26
자기자본정상영업이익률(%)
0.25
업력(년)
0.24
총자본순이익률(%)
0.23
순운전자본비율(%)
-0.21
경영자본순이익률(%)
0.21
평균근속연수(년)
0.19
자기자본회전률(배)
0.19
당좌자산회전률(배)
0.17
차입금의존도(%)
0.13
PBR
-0.13
경영자본회전률(배)
0.11
유동비율(%)
-0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.87
주거래은행
0.18
최대주주변경횟수(회)
0.13
표준산업분류_중분류
0.10
Target
0.07
회계년도
0.06
spread(%)
0.06
PPI(2015기준)
0.06
수출기업여부(dummy)
0.04
감사법인변경횟수(회)
0.04
실질GDP성장률(%)
0.04
산업위험_경기민감도
0.02
MOST FREQUENT VALUES
17.122587644961254
1
<0.1%
0
0.0%
17.069999423075693
1
<0.1%
0
0.0%
19.79594688594369
1
<0.1%
0
0.0%
19.39865299963111
1
<0.1%
0
0.0%
19.09972056703437
1
<0.1%
0
0.0%
18.664759798263745
1
<0.1%
0
0.0%
18.36877726870549
1
<0.1%
0
0.0%
18.20331145818276
1
<0.1%
0
0.0%
18.141567057809095
1
<0.1%
0
0.0%
17.839715886520167
1
<0.1%
0
0.0%
17.570618713431134
1
<0.1%
0
0.0%
17.697159527538236
1
<0.1%
0
0.0%
18.10942908491372
1
<0.1%
0
0.0%
17.335499577583576
1
<0.1%
0
0.0%
17.545895816747006
1
<0.1%
0
0.0%
SMALLEST VALUES
15.449239636566254
1
<0.1%
0
0.0%
15.677340873011676
1
<0.1%
0
0.0%
15.72734266193735
1
<0.1%
0
0.0%
15.79494203641994
1
<0.1%
0
0.0%
15.922398234882287
1
<0.1%
0
0.0%
16.005650711033304
1
<0.1%
0
0.0%
16.074947828796656
1
<0.1%
0
0.0%
16.188694412313627
1
<0.1%
0
0.0%
16.197949540806892
1
<0.1%
0
0.0%
16.210207403059872
1
<0.1%
0
0.0%
16.23463057471366
1
<0.1%
0
0.0%
16.245602633209025
1
<0.1%
0
0.0%
16.24876279553795
1
<0.1%
0
0.0%
16.252579340004637
1
<0.1%
0
0.0%
16.289744666584674
1
<0.1%
0
0.0%
LARGEST VALUES
23.836459373504628
1
<0.1%
0
0.0%
23.536652360833802
1
<0.1%
0
0.0%
23.197139380283346
1
<0.1%
0
0.0%
22.881303832555755
1
<0.1%
0
0.0%
22.84727087293855
1
<0.1%
0
0.0%
22.74794144951093
1
<0.1%
0
0.0%
22.573811777195
1
<0.1%
0
0.0%
22.530722774789222
1
<0.1%
0
0.0%
22.39761187770493
1
<0.1%
0
0.0%
22.34545540483768
1
<0.1%
0
0.0%
22.287368116934484
1
<0.1%
0
0.0%
22.27218302171689
1
<0.1%
0
0.0%
22.196167530899416
1
<0.1%
0
0.0%
22.190286700322105
1
<0.1%
0
0.0%
22.189205079155798
1
<0.1%
0
0.0%
매출액(수익)(천원)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
log_평균총자산
0.66
자기자본회전률(배)
0.37
총자산회전율(배)
0.33
경영자본회전률(배)
0.33
당좌자산회전률(배)
0.28
업력(년)
0.17
순운전자본비율(%)
-0.15
자기자본정상영업이익률(%)
0.15
총자본정상영업이익률(%)
0.14
평균근속연수(년)
0.12
총자본순이익률(%)
0.11
경영자본순이익률(%)
0.10
총자본투자효율(%)
0.10
차입금의존도(%)
0.10
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.18
주거래은행
0.16
표준산업분류_중분류
0.11
Target
0.10
감사법인변경횟수(회)
0.08
최대주주변경횟수(회)
0.05
산업위험_경기민감도
0.03
수출기업여부(dummy)
0.03
회계년도
0.03
spread(%)
0.03
PPI(2015기준)
0.03
실질GDP성장률(%)
0.03
MOST FREQUENT VALUES
22752584.0
2
<0.1%
0
0.0%
17751704.0
1
<0.1%
0
0.0%
17991095.0
1
<0.1%
0
0.0%
321405860.0
1
<0.1%
0
0.0%
256693205.0
1
<0.1%
0
0.0%
149777264.0
1
<0.1%
0
0.0%
108547853.0
1
<0.1%
0
0.0%
91317951.0
1
<0.1%
0
0.0%
105650008.0
1
<0.1%
0
0.0%
82704380.0
1
<0.1%
0
0.0%
9387758.0
1
<0.1%
0
0.0%
6918570.0
1
<0.1%
0
0.0%
21685919.0
1
<0.1%
0
0.0%
15538682.0
1
<0.1%
0
0.0%
17050120.0
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1
<0.1%
10
0.3%
35811.0
1
<0.1%
0
0.0%
121410.0
1
<0.1%
0
0.0%
128541.0
1
<0.1%
0
0.0%
408878.0
1
<0.1%
0
0.0%
708917.0
1
<0.1%
0
0.0%
798925.0
1
<0.1%
0
0.0%
842805.0
1
<0.1%
0
0.0%
870054.0
1
<0.1%
0
0.0%
1130327.0
1
<0.1%
0
0.0%
1250848.0
1
<0.1%
0
0.0%
1287126.0
1
<0.1%
0
0.0%
1603991.0
1
<0.1%
0
0.0%
1742000.0
1
<0.1%
0
0.0%
1788475.0
1
<0.1%
0
0.0%
LARGEST VALUES
7357069318.0
1
<0.1%
0
0.0%
7350259327.0
1
<0.1%
0
0.0%
3845761388.0
1
<0.1%
0
0.0%
3834290085.0
1
<0.1%
0
0.0%
3789723950.0
1
<0.1%
0
0.0%
3541486629.0
1
<0.1%
0
0.0%
3536848758.0
1
<0.1%
0
0.0%
3521451431.0
1
<0.1%
0
0.0%
3456881746.0
1
<0.1%
0
0.0%
3440906300.0
1
<0.1%
0
0.0%
3426817049.0
1
<0.1%
0
0.0%
3412333826.0
1
<0.1%
0
0.0%
3389454157.0
1
<0.1%
0
0.0%
3366358641.0
1
<0.1%
0
0.0%
3272703212.0
1
<0.1%
0
0.0%
K2_부실판단
MISSING:
55
(<1%)
40
(1%)
TOP CATEGORIES
Target
Target
건전판정
5,912
80%
2,687
76%
167
3%
62
2%
부실가능
970
13%
615
17%
430
44%
168
27%
판정보류
551
7%
254
7%
87
16%
20
8%
ALL
7,433
100%
3,556
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
K2_부실판단
PROVIDES INFORMATION ON...
Target
0.27
감사법인변경횟수(회)
0.01
표준산업분류_중분류
0.01
주거래은행
0.01
최대주주변경횟수(회)
0.00
수출기업여부(dummy)
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
실질GDP성장률(%)
0.00
산업위험_경기민감도
0.00
THESE FEATURES GIVE INFORMATION
ON K2_부실판단:
Target
0.12
표준산업분류_중분류
0.03
주거래은행
0.02
감사법인변경횟수(회)
0.02
최대주주변경횟수(회)
0.01
회계년도
0.01
spread(%)
0.01
PPI(2015기준)
0.01
실질GDP성장률(%)
0.00
산업위험_경기민감도
0.00
수출기업여부(dummy)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
CORRELATION RATIO WITH...
log_평균총자산
0.87
총자본순이익률(%)
0.51
총자본정상영업이익률(%)
0.49
경영자본순이익률(%)
0.47
직원수증감율(%)
0.45
자기자본정상영업이익률(%)
0.43
총자본투자효율(%)
0.38
차입금의존도(%)
0.36
순운전자본비율(%)
0.32
금융비용부담률(%)
0.30
총자산회전율(배)
0.25
CASH FLOW 대 부채비율(%)
0.24
비유동장기적합률(%)
0.23
비유동비율(%)
0.22
산업위험_경기민감도
MISSING:
---
---
TOP CATEGORIES
Target
Target
A
2,307
31%
526
15%
203
9%
29
6%
BBB
1,749
23%
262
7%
168
10%
5
2%
BB
1,608
21%
607
17%
147
9%
30
5%
AA
1,290
17%
300
8%
113
9%
12
4%
B
534
7%
1,901
53%
53
10%
175
9%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
산업위험_경기민감도
PROVIDES INFORMATION ON...
실질GDP성장률(%)
0.06
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
수출기업여부(dummy)
0.01
최대주주변경횟수(회)
0.01
표준산업분류_중분류
0.01
감사법인변경횟수(회)
0.00
주거래은행
0.00
K2_부실판단
0.00
Target
0.00
THESE FEATURES GIVE INFORMATION
ON 산업위험_경기민감도:
회계년도
0.08
spread(%)
0.08
PPI(2015기준)
0.08
실질GDP성장률(%)
0.07
표준산업분류_중분류
0.01
최대주주변경횟수(회)
0.01
주거래은행
0.00
감사법인변경횟수(회)
0.00
수출기업여부(dummy)
0.00
K2_부실판단
0.00
Target
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
산업위험_경기민감도
CORRELATION RATIO WITH...
당좌자산회전률(배)
0.09
평균근속연수(년)
0.08
자기자본회전률(배)
0.08
총자산회전율(배)
0.07
경영자본회전률(배)
0.07
기간제비율(%)
0.07
차입금의존도(%)
0.06
52주베타(배)
0.06
순운전자본비율(%)
0.05
비유동장기적합률(%)
0.05
유형자산회전율(배)
0.05
업력(년)
0.05
금융비용부담률(%)
0.05
이자보상배율(이자비용)(배)
0.04
표준산업분류_중분류
MISSING:
2,699
(36%)
1,290
(36%)
TOP CATEGORIES
Target
Target
전자부품, 컴퓨터, 영상, 음향 및 통신장비 제조업
778
16%
374
16%
59
8%
20
5%
기타 제품 제조업
508
11%
241
10%
49
10%
19
8%
도매 및 상품 중개업
415
9%
188
8%
53
13%
19
10%
출판업
399
8%
192
8%
49
12%
11
6%
의료용 물질 및 의약품 제조업
366
8%
147
6%
29
8%
21
14%
화학물질 및 화학제품 제조업; 의약품 제외
230
5%
123
5%
26
11%
3
2%
전문 서비스업
222
5%
127
6%
25
11%
8
6%
의료, 정밀, 광학기기 및 시계 제조업
194
4%
85
4%
22
11%
7
8%
전기장비 제조업
169
4%
80
3%
25
15%
5
6%
자동차 및 트레일러 제조업
168
4%
101
4%
12
7%
4
4%
금속가공제품 제조업; 기계 및 가구 제외
146
3%
55
2%
10
7%
1
2%
1차 금속 제조업
121
3%
68
3%
6
5%
7
10%
식료품 제조업
121
3%
67
3%
9
7%
1
1%
종합 건설업
103
2%
48
2%
24
23%
6
12%
고무 및 플라스틱제품 제조업
101
2%
52
2%
8
8%
2
4%
컴퓨터 프로그래밍, 시스템 통합 및 관리업
89
2%
38
2%
8
9%
1
3%
정보서비스업
88
2%
55
2%
8
9%
3
5%
(Other)
571
12%
262
8%
ALL
4,789
100%
2,306
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
표준산업분류_중분류
PROVIDES INFORMATION ON...
주거래은행
0.06
Target
0.03
수출기업여부(dummy)
0.03
K2_부실판단
0.03
감사법인변경횟수(회)
0.03
최대주주변경횟수(회)
0.02
산업위험_경기민감도
0.01
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
실질GDP성장률(%)
0.00
THESE FEATURES GIVE INFORMATION
ON 표준산업분류_중분류:
주거래은행
0.05
최대주주변경횟수(회)
0.01
감사법인변경횟수(회)
0.01
K2_부실판단
0.01
산업위험_경기민감도
0.01
수출기업여부(dummy)
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
Target
0.00
실질GDP성장률(%)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
CORRELATION RATIO WITH...
유형자산회전율(배)
0.19
평균근속연수(년)
0.18
업력(년)
0.18
당좌자산회전률(배)
0.15
기간제비율(%)
0.14
총자산회전율(배)
0.13
경영자본회전률(배)
0.13
최대주주특수관계인_지분율(%)
0.13
자기자본회전률(배)
0.12
차입금의존도(%)
0.12
이자보상배율(이자비용)(배)
0.12
부채비율(%)
0.11
총자본투자효율(%)
0.11
매출액(수익)(천원)
0.11
최대주주특수관계인_지분율(%)
MISSING:
14
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
평균근속연수(년)
0.13
차입금의존도(%)
-0.10
이자보상배율(이자비용)(배)
0.09
기간제비율(%)
0.07
경영자본회전률(배)
0.07
총자산회전율(배)
0.07
순운전자본비율(%)
0.06
총자본투자효율(%)
0.06
업력(년)
0.05
log_평균총자산
-0.05
총자본순이익률(%)
0.04
매출채권회전률(배)
0.04
52주베타(배)
-0.04
금융비용부담률(%)
-0.04
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
최대주주변경횟수(회)
0.19
주거래은행
0.14
표준산업분류_중분류
0.13
K2_부실판단
0.07
수출기업여부(dummy)
0.06
감사법인변경횟수(회)
0.04
산업위험_경기민감도
0.03
회계년도
0.02
spread(%)
0.02
PPI(2015기준)
0.02
실질GDP성장률(%)
0.02
Target
0.01
MOST FREQUENT VALUES
10.8
12
0.2%
0
0.0%
20.47
10
0.1%
3
<0.1%
23.3
9
0.1%
1
<0.1%
63.3
9
0.1%
1
<0.1%
19.235
9
0.1%
3
<0.1%
42.7
9
0.1%
0
0.0%
19.3
9
0.1%
4
0.1%
30.0
9
0.1%
5
0.1%
1.608571428571429
9
0.1%
3
<0.1%
15.01333333333333
9
0.1%
2
<0.1%
16.395
9
0.1%
2
<0.1%
11.8875
8
0.1%
0
0.0%
16.0
8
0.1%
1
<0.1%
51.42
8
0.1%
3
<0.1%
16.975
8
0.1%
3
<0.1%
SMALLEST VALUES
0.0
2
<0.1%
0
0.0%
0.21
1
<0.1%
0
0.0%
0.5362790697674419
1
<0.1%
0
0.0%
0.5434146341463415
1
<0.1%
0
0.0%
0.5440909090909091
1
<0.1%
0
0.0%
0.5592857142857143
1
<0.1%
0
0.0%
0.5682051282051283
1
<0.1%
0
0.0%
0.6971428571428572
1
<0.1%
0
0.0%
0.6978571428571428
1
<0.1%
0
0.0%
0.7395238095238095
1
<0.1%
0
0.0%
0.7666666666666667
1
<0.1%
0
0.0%
0.771578947368421
1
<0.1%
0
0.0%
0.7981818181818183
1
<0.1%
0
0.0%
0.7982352941176469
1
<0.1%
0
0.0%
0.8093333333333332
1
<0.1%
0
0.0%
LARGEST VALUES
90.43
1
<0.1%
0
0.0%
80.0
1
<0.1%
0
0.0%
75.44
1
<0.1%
0
0.0%
73.55
4
<0.1%
3
<0.1%
70.13
8
0.1%
0
0.0%
70.0
8
0.1%
1
<0.1%
68.63
1
<0.1%
0
0.0%
68.6
1
<0.1%
0
0.0%
68.14
1
<0.1%
0
0.0%
67.77
2
<0.1%
3
<0.1%
65.9
1
<0.1%
0
0.0%
64.96
5
<0.1%
3
<0.1%
64.54
4
<0.1%
1
<0.1%
64.47
4
<0.1%
1
<0.1%
64.28
1
<0.1%
0
0.0%
최대주주변경횟수(회)
MISSING:
---
---
TOP CATEGORIES
Target
Target
0
1,703
23%
123
3%
107
6%
3
2%
1
1,558
21%
329
9%
112
7%
10
3%
2
1,475
20%
499
14%
129
9%
31
6%
3
1,121
15%
559
16%
102
9%
34
6%
4
778
10%
533
15%
112
14%
38
7%
5
489
7%
496
14%
74
15%
53
11%
6
234
3%
418
12%
28
12%
37
9%
7
96
1%
296
8%
16
17%
18
6%
8
34
<1%
185
5%
4
12%
14
8%
9
0
0%
105
3%
8
8%
10
0
0%
46
1%
4
9%
11
0
0%
7
<1%
1
14%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
최대주주변경횟수(회)
PROVIDES INFORMATION ON...
실질GDP성장률(%)
0.19
회계년도
0.19
spread(%)
0.19
PPI(2015기준)
0.19
감사법인변경횟수(회)
0.07
Target
0.02
K2_부실판단
0.01
표준산업분류_중분류
0.01
주거래은행
0.01
산업위험_경기민감도
0.01
수출기업여부(dummy)
0.01
THESE FEATURES GIVE INFORMATION
ON 최대주주변경횟수(회):
회계년도
0.22
spread(%)
0.22
PPI(2015기준)
0.22
실질GDP성장률(%)
0.17
감사법인변경횟수(회)
0.05
표준산업분류_중분류
0.02
주거래은행
0.01
산업위험_경기민감도
0.01
K2_부실판단
0.00
Target
0.00
수출기업여부(dummy)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
최대주주변경횟수(회)
CORRELATION RATIO WITH...
최대주주특수관계인_지분율(%)
0.19
log_평균총자산
0.13
자기자본회전률(배)
0.12
경영자본회전률(배)
0.12
총자산회전율(배)
0.11
업력(년)
0.11
금융비용부담률(%)
0.09
당좌자산회전률(배)
0.08
경영자본순이익률(%)
0.08
총자본순이익률(%)
0.08
총자본정상영업이익률(%)
0.08
PBR
0.06
자기자본정상영업이익률(%)
0.06
직원수증감율(%)
0.06
감사법인변경횟수(회)
MISSING:
---
---
TOP CATEGORIES
Target
Target
0
4,151
55%
289
8%
263
6%
6
2%
1
2,057
27%
884
25%
212
10%
25
3%
2
797
11%
1,035
29%
114
14%
60
6%
3
350
5%
765
21%
55
16%
64
8%
4
104
1%
392
11%
25
24%
40
10%
5
25
<1%
150
4%
13
52%
31
21%
6
4
<1%
53
1%
2
50%
17
32%
7
0
0%
24
<1%
6
25%
8
0
0%
4
<1%
2
50%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
감사법인변경횟수(회)
PROVIDES INFORMATION ON...
회계년도
0.10
spread(%)
0.10
PPI(2015기준)
0.10
실질GDP성장률(%)
0.10
최대주주변경횟수(회)
0.05
Target
0.03
K2_부실판단
0.02
표준산업분류_중분류
0.01
주거래은행
0.01
산업위험_경기민감도
0.00
수출기업여부(dummy)
0.00
THESE FEATURES GIVE INFORMATION
ON 감사법인변경횟수(회):
회계년도
0.18
spread(%)
0.18
PPI(2015기준)
0.18
실질GDP성장률(%)
0.14
최대주주변경횟수(회)
0.07
표준산업분류_중분류
0.03
주거래은행
0.01
K2_부실판단
0.01
Target
0.01
산업위험_경기민감도
0.00
수출기업여부(dummy)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
감사법인변경횟수(회)
CORRELATION RATIO WITH...
업력(년)
0.19
총자본순이익률(%)
0.14
자기자본정상영업이익률(%)
0.13
총자본정상영업이익률(%)
0.13
총자산회전율(배)
0.13
경영자본회전률(배)
0.13
총자본투자효율(%)
0.12
경영자본순이익률(%)
0.12
금융비용부담률(%)
0.11
평균근속연수(년)
0.11
당좌자산회전률(배)
0.11
차입금의존도(%)
0.10
매출액(수익)(천원)
0.08
CASH FLOW 대 부채비율(%)
0.08
업력(년)
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
평균근속연수(년)
0.36
log_평균총자산
0.24
매출액(수익)(천원)
0.17
당좌자산회전률(배)
0.16
순운전자본비율(%)
-0.16
경영자본회전률(배)
0.15
자기자본회전률(배)
0.12
총자산회전율(배)
0.11
당좌비율(%)
-0.10
유동비율(%)
-0.10
기간제비율(%)
0.09
비유동장기적합률(%)
0.08
금융비용부담률(%)
0.06
직원수증감율(%)
-0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.21
감사법인변경횟수(회)
0.19
표준산업분류_중분류
0.18
회계년도
0.15
spread(%)
0.15
PPI(2015기준)
0.15
실질GDP성장률(%)
0.14
K2_부실판단
0.13
최대주주변경횟수(회)
0.11
수출기업여부(dummy)
0.07
산업위험_경기민감도
0.05
Target
0.03
MOST FREQUENT VALUES
11
453
6.0%
126
3.5%
12
433
5.8%
106
2.9%
10
398
5.3%
112
3.1%
2
394
5.3%
212
5.9%
9
390
5.2%
84
2.3%
13
389
5.2%
111
3.1%
14
387
5.2%
114
3.2%
3
382
5.1%
210
5.8%
1
382
5.1%
231
6.4%
4
366
4.9%
189
5.3%
16
363
4.8%
104
2.9%
15
361
4.8%
124
3.4%
8
354
4.7%
79
2.2%
17
337
4.5%
105
2.9%
7
327
4.4%
136
3.8%
SMALLEST VALUES
0
72
1.0%
27
0.8%
1
382
5.1%
231
6.4%
2
394
5.3%
212
5.9%
3
382
5.1%
210
5.8%
4
366
4.9%
189
5.3%
5
322
4.3%
210
5.8%
6
325
4.3%
178
4.9%
7
327
4.4%
136
3.8%
8
354
4.7%
79
2.2%
9
390
5.2%
84
2.3%
10
398
5.3%
112
3.1%
11
453
6.0%
126
3.5%
12
433
5.8%
106
2.9%
13
389
5.2%
111
3.1%
14
387
5.2%
114
3.2%
LARGEST VALUES
30
1
<0.1%
11
0.3%
29
4
<0.1%
20
0.6%
28
5
<0.1%
42
1.2%
27
13
0.2%
51
1.4%
26
25
0.3%
52
1.4%
25
48
0.6%
63
1.8%
24
64
0.9%
49
1.4%
23
76
1.0%
51
1.4%
22
105
1.4%
98
2.7%
21
108
1.4%
154
4.3%
20
124
1.7%
217
6.0%
19
211
2.8%
176
4.9%
18
269
3.6%
144
4.0%
17
337
4.5%
105
2.9%
16
363
4.8%
104
2.9%
평균근속연수(년)
MISSING:
56
(<1%)
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
업력(년)
0.36
log_평균총자산
0.19
당좌자산회전률(배)
0.14
최대주주특수관계인_지분율(%)
0.13
매출액(수익)(천원)
0.12
총자본순이익률(%)
0.11
경영자본순이익률(%)
0.11
PBR
-0.10
총자본투자효율(%)
0.09
52주베타(배)
-0.08
총자본정상영업이익률(%)
0.08
경영자본회전률(배)
0.08
매출액증가율(%)
-0.07
자기자본정상영업이익률(%)
0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주거래은행
0.27
표준산업분류_중분류
0.18
K2_부실판단
0.17
감사법인변경횟수(회)
0.11
Target
0.10
회계년도
0.08
spread(%)
0.08
PPI(2015기준)
0.08
실질GDP성장률(%)
0.08
산업위험_경기민감도
0.08
최대주주변경횟수(회)
0.06
수출기업여부(dummy)
0.06
MOST FREQUENT VALUES
4.0
183
2.5%
76
2.1%
5.0
126
1.7%
50
1.4%
6.0
105
1.4%
35
1.0%
3.0
99
1.3%
45
1.3%
4.5
95
1.3%
33
0.9%
3.5
90
1.2%
26
0.7%
7.0
90
1.2%
56
1.6%
6.5
69
0.9%
36
1.0%
4.6
68
0.9%
28
0.8%
4.3
66
0.9%
18
0.5%
3.7
63
0.8%
13
0.4%
4.2
63
0.8%
25
0.7%
5.5
62
0.8%
35
1.0%
3.8
57
0.8%
13
0.4%
4.1
56
0.8%
25
0.7%
SMALLEST VALUES
0.0
2
<0.1%
0
0.0%
0.2
1
<0.1%
0
0.0%
0.32
1
<0.1%
0
0.0%
0.46
1
<0.1%
0
0.0%
0.7
1
<0.1%
1
<0.1%
0.72
1
<0.1%
0
0.0%
0.75
2
<0.1%
0
0.0%
0.8
2
<0.1%
0
0.0%
0.83
1
<0.1%
0
0.0%
0.8333333333333334
1
<0.1%
0
0.0%
0.86
1
<0.1%
0
0.0%
0.88
1
<0.1%
0
0.0%
0.91
1
<0.1%
0
0.0%
0.9166666666666666
3
<0.1%
1
<0.1%
0.97
1
<0.1%
0
0.0%
LARGEST VALUES
22.583333333333332
1
<0.1%
0
0.0%
21.75
1
<0.1%
0
0.0%
21.583333333333332
1
<0.1%
0
0.0%
21.52
1
<0.1%
0
0.0%
21.4
1
<0.1%
0
0.0%
21.0
1
<0.1%
0
0.0%
20.81
1
<0.1%
0
0.0%
20.6
1
<0.1%
0
0.0%
20.583333333333332
1
<0.1%
0
0.0%
20.58
1
<0.1%
0
0.0%
20.51
1
<0.1%
0
0.0%
19.72
1
<0.1%
0
0.0%
19.7
1
<0.1%
0
0.0%
19.48
1
<0.1%
0
0.0%
19.23
1
<0.1%
0
0.0%
직원수증감율(%)
MISSING:
38
(<1%)
18
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
업력(년)
-0.06
평균근속연수(년)
-0.04
총자산회전율(배)
0.02
순운전자본비율(%)
0.02
총자본정상영업이익률(%)
0.02
자기자본정상영업이익률(%)
0.01
기간제비율(%)
-0.01
비유동장기적합률(%)
-0.01
매출액(수익)(천원)
-0.01
PBR
0.01
이자보상배율(이자비용)(배)
-0.01
비유동비율(%)
-0.01
차입금의존도(%)
-0.01
매출채권회전률(배)
0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
K2_부실판단
0.45
주거래은행
0.07
최대주주변경횟수(회)
0.06
표준산업분류_중분류
0.06
회계년도
0.04
spread(%)
0.04
PPI(2015기준)
0.04
감사법인변경횟수(회)
0.03
산업위험_경기민감도
0.02
실질GDP성장률(%)
0.02
Target
0.01
수출기업여부(dummy)
0.01
MOST FREQUENT VALUES
0.0
242
3.2%
126
3.5%
25.0
20
0.3%
4
0.1%
10.0
17
0.2%
7
0.2%
8.33
16
0.2%
7
0.2%
7.69
15
0.2%
7
0.2%
16.67
15
0.2%
3
<0.1%
5.26
15
0.2%
6
0.2%
-11.11
15
0.2%
2
<0.1%
-8.33
14
0.2%
2
<0.1%
-10.0
14
0.2%
3
<0.1%
7.14
14
0.2%
4
0.1%
12.5
14
0.2%
7
0.2%
-14.29
14
0.2%
3
<0.1%
2.38
13
0.2%
4
0.1%
20.0
13
0.2%
7
0.2%
SMALLEST VALUES
-99.34
1
<0.1%
0
0.0%
-99.16
1
<0.1%
0
0.0%
-98.87
1
<0.1%
0
0.0%
-98.24
1
<0.1%
0
0.0%
-96.84
1
<0.1%
0
0.0%
-96.75
1
<0.1%
0
0.0%
-95.09
1
<0.1%
0
0.0%
-93.64
1
<0.1%
1
<0.1%
-93.33
1
<0.1%
0
0.0%
-93.24
1
<0.1%
0
0.0%
-92.86
1
<0.1%
0
0.0%
-90.75
1
<0.1%
0
0.0%
-90.6
1
<0.1%
0
0.0%
-89.63
1
<0.1%
0
0.0%
-89.5
1
<0.1%
0
0.0%
LARGEST VALUES
55500.0
1
<0.1%
0
0.0%
24800.0
1
<0.1%
0
0.0%
16700.0
1
<0.1%
0
0.0%
14600.0
1
<0.1%
0
0.0%
12500.0
1
<0.1%
0
0.0%
11800.0
1
<0.1%
0
0.0%
11500.0
1
<0.1%
0
0.0%
10500.0
1
<0.1%
0
0.0%
8000.0
1
<0.1%
0
0.0%
7900.0
2
<0.1%
0
0.0%
7700.0
1
<0.1%
0
0.0%
7550.0
1
<0.1%
0
0.0%
7300.0
1
<0.1%
1
<0.1%
6100.0
1
<0.1%
1
<0.1%
5585.71
1
<0.1%
0
0.0%
기간제비율(%)
MISSING:
7
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
경영자본회전률(배)
0.14
매입채무회전률(배)
0.13
총자본투자효율(%)
0.12
총자산회전율(배)
0.12
당좌자산회전률(배)
0.10
업력(년)
0.09
총자본정상영업이익률(%)
0.08
최대주주특수관계인_지분율(%)
0.07
유형자산회전율(배)
0.07
총자본순이익률(%)
0.07
자기자본회전률(배)
0.07
경영자본순이익률(%)
0.06
자기자본정상영업이익률(%)
0.06
차입금의존도(%)
-0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
표준산업분류_중분류
0.14
주거래은행
0.13
K2_부실판단
0.07
산업위험_경기민감도
0.07
수출기업여부(dummy)
0.05
회계년도
0.05
spread(%)
0.05
PPI(2015기준)
0.05
최대주주변경횟수(회)
0.04
Target
0.04
실질GDP성장률(%)
0.04
감사법인변경횟수(회)
0.03
MOST FREQUENT VALUES
0.0
3,581
47.9%
1,523
42.4%
11.11
19
0.3%
2
<0.1%
1.28
16
0.2%
5
0.1%
12.5
16
0.2%
9
0.3%
1.69
15
0.2%
4
0.1%
6.67
14
0.2%
3
<0.1%
4.76
13
0.2%
3
<0.1%
3.03
13
0.2%
6
0.2%
6.25
13
0.2%
2
<0.1%
3.23
13
0.2%
7
0.2%
3.7
13
0.2%
3
<0.1%
2.08
13
0.2%
3
<0.1%
7.69
12
0.2%
2
<0.1%
0.62
12
0.2%
4
0.1%
1.54
12
0.2%
5
0.1%
SMALLEST VALUES
0.0
3,581
47.9%
1,523
42.4%
0.07
1
<0.1%
0
0.0%
0.09
1
<0.1%
0
0.0%
0.1
2
<0.1%
0
0.0%
0.11
1
<0.1%
0
0.0%
0.12
1
<0.1%
0
0.0%
0.14
1
<0.1%
1
<0.1%
0.15
3
<0.1%
1
<0.1%
0.16
1
<0.1%
1
<0.1%
0.18
1
<0.1%
0
0.0%
0.19
1
<0.1%
2
<0.1%
0.2
2
<0.1%
1
<0.1%
0.21
1
<0.1%
2
<0.1%
0.22
5
<0.1%
1
<0.1%
0.23
3
<0.1%
0
0.0%
LARGEST VALUES
100.0
5
<0.1%
0
0.0%
99.07
1
<0.1%
0
0.0%
98.75
1
<0.1%
0
0.0%
93.79
1
<0.1%
0
0.0%
77.14
1
<0.1%
0
0.0%
75.73
1
<0.1%
0
0.0%
75.35
1
<0.1%
0
0.0%
75.04
1
<0.1%
0
0.0%
74.4
1
<0.1%
0
0.0%
74.35
1
<0.1%
0
0.0%
69.91
1
<0.1%
0
0.0%
66.98
1
<0.1%
0
0.0%
66.03
1
<0.1%
0
0.0%
65.19
1
<0.1%
0
0.0%
64.3
1
<0.1%
0
0.0%
수출기업여부(dummy)
MISSING:
---
---
TOP CATEGORIES
Target
Target
0
6,412
86%
3,014
84%
601
9%
220
7%
1
1,076
14%
582
16%
83
8%
31
5%
ALL
7,488
100%
3,596
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
수출기업여부(dummy)
PROVIDES INFORMATION ON...
표준산업분류_중분류
0.00
산업위험_경기민감도
0.00
주거래은행
0.00
K2_부실판단
0.00
최대주주변경횟수(회)
0.00
실질GDP성장률(%)
0.00
Target
0.00
감사법인변경횟수(회)
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
THESE FEATURES GIVE INFORMATION
ON 수출기업여부(dummy):
표준산업분류_중분류
0.03
주거래은행
0.01
산업위험_경기민감도
0.01
최대주주변경횟수(회)
0.01
K2_부실판단
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
실질GDP성장률(%)
0.00
감사법인변경횟수(회)
0.00
Target
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
수출기업여부(dummy)
CORRELATION RATIO WITH...
업력(년)
0.07
평균근속연수(년)
0.06
최대주주특수관계인_지분율(%)
0.06
기간제비율(%)
0.05
총자산회전율(배)
0.05
총자본정상영업이익률(%)
0.04
log_평균총자산
0.04
CASH FLOW 대 부채비율(%)
0.04
자기자본회전률(배)
0.04
이자보상배율(이자비용)(배)
0.04
자기자본정상영업이익률(%)
0.03
매출액(수익)(천원)
0.03
당좌자산회전률(배)
0.03
유동자산증가율(%)
0.03
주거래은행
MISSING:
1
(<1%)
4
(<1%)
TOP CATEGORIES
Target
Target
IBK기업은행
1,917
26%
972
27%
221
12%
76
8%
KEB하나은행
1,485
20%
616
17%
143
10%
41
7%
신한은행
1,224
16%
541
15%
80
7%
33
6%
우리은행
1,038
14%
564
16%
97
9%
42
7%
국민은행
681
9%
376
10%
73
11%
29
8%
KDB산업은행
441
6%
231
6%
25
6%
17
7%
한국씨티은행
292
4%
107
3%
14
5%
8
7%
DGB대구은행
108
1%
42
1%
4
4%
3
7%
NH농협
80
1%
62
2%
10
12%
1
2%
BNK부산은행
76
1%
21
<1%
13
17%
0
0%
SC제일은행
70
<1%
23
<1%
3
4%
0
0%
BNK경남은행
36
<1%
12
<1%
0
0%
0
0%
한국수출입은행
19
<1%
9
<1%
0
0%
0
0%
광주은행
18
<1%
8
<1%
0
0%
0
0%
전북은행
1
<1%
3
<1%
0
0%
0
0%
수협
1
<1%
0
0%
1
100%
한국스탠다드차타드은행
0
0%
3
<1%
0
0%
시티은행
0
0%
2
<1%
0
0%
ALL
7,487
100%
3,592
100%
684
9%
251
7%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
주거래은행
PROVIDES INFORMATION ON...
표준산업분류_중분류
0.05
K2_부실판단
0.02
Target
0.02
수출기업여부(dummy)
0.01
감사법인변경횟수(회)
0.01
최대주주변경횟수(회)
0.01
산업위험_경기민감도
0.00
실질GDP성장률(%)
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
THESE FEATURES GIVE INFORMATION
ON 주거래은행:
표준산업분류_중분류
0.06
최대주주변경횟수(회)
0.01
K2_부실판단
0.01
감사법인변경횟수(회)
0.01
산업위험_경기민감도
0.00
수출기업여부(dummy)
0.00
Target
0.00
회계년도
0.00
spread(%)
0.00
PPI(2015기준)
0.00
실질GDP성장률(%)
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)